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Lombardo J, Castillo E, Castillo R, Miller R, Jones B, Miften M, Kavanagh B, Dicker A, Boyle C, Leiby B, Banks J, Simone NL, Movsas B, Grills I, Guerrero T, Rusthoven CG, Vinogradskiy Y. Prospective trial of Functional Lung Avoidance Radiation Therapy for Lung Cancer: Quality of Life Report. Int J Radiat Oncol Biol Phys 2024:S0360-3016(24)00476-0. [PMID: 38614278 DOI: 10.1016/j.ijrobp.2024.03.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/26/2024] [Accepted: 03/29/2024] [Indexed: 04/15/2024]
Abstract
PURPOSE A novel form of lung function imaging has been developed that uses 4DCT data to generate lung ventilation images (4DCT-ventilation). Functional avoidance uses 4DCT-ventilation to reduce doses to functional lung with the aim of reducing pulmonary side-effects. A 4DCT-ventilation functional avoidance, phase II, multi-center clinical trial was completed. The purpose of this work is to quantify patient reported outcomes (PRO) changes for patients treated with functional avoidance and to determine which metrics are predictive of PRO changes. MATERIALS AND METHODS Patients with locally advanced lung cancer receiving curative intent radiotherapy were accrued. Each patient had a 4DCT-ventilation image generated using 4DCT data and image processing. PRO instruments included the Functional Assessment of Cancer Therapy-Lung (FACT-L) questionnaire, administered pre-treatment, 3, 6, and 12 months post-treatment. FACT-TOI (Trial Outcome Index) and the FACT-LCS (Lung Cancer Subscale) percentage of clinically meaningful declines (CMD) were determined. A linear mixed-effects model was used to determine which patient, clinical, dose, and dose-function metrics were predictive of PRO decline. RESULTS 59 patients completed baseline PRO surveys. 83% of patients had non-small-cell lung cancer, with 75% having stage III disease. The median dose was 60 Gy in 30 fractions. CMD FACT-TOI decline was 46.3%, 38.5%, and 26.8%, at 3, 6, and 12 months, respectively. CMD FACT-LCS decline was 33.3%, 33.3%, and 29.3%, at 3, 6, and 12 months, respectively. While an increase in most dose and dose-function parameters was associated with a modest decline in PROs, none of the results were significant (all p>0.053). CONCLUSION The current work provides an innovative combination of functional avoidance and PROs and is the first report of PROs for patients treated with prospective 4DCT-ventilation functional avoidance. Approximately 30% of patients had clinically significant decline in PROs at 12 months. The study provides additional data on outcomes with 4DCT-ventilation functional avoidance.
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Affiliation(s)
- Joseph Lombardo
- Thomas Jefferson University, Radiation Oncology, Philadelphia, USA
| | - Edward Castillo
- UT Austin, Department of Biomedical Engineering, Austin, USA
| | - Richard Castillo
- Emory University School of Medicine, Radiation Oncology, Atlanta, USA
| | - Ryan Miller
- Thomas Jefferson University, Radiation Oncology, Philadelphia, USA
| | - Bernard Jones
- University of Colorado, Radiation Oncology, Denver, USA
| | - Moyed Miften
- University of Colorado, Radiation Oncology, Denver, USA
| | | | - Adam Dicker
- Thomas Jefferson University, Radiation Oncology, Philadelphia, USA
| | - Cullen Boyle
- Thomas Jefferson University, Radiation Oncology, Philadelphia, USA
| | - Benjamin Leiby
- Thomas Jefferson University, Department of Pharmacology, Physiology, and Cancer Biology, Philadelphia, USA
| | - Joshua Banks
- Thomas Jefferson University, Department of Pharmacology, Physiology, and Cancer Biology, Philadelphia, USA
| | - Nicole L Simone
- Thomas Jefferson University, Radiation Oncology, Philadelphia, USA
| | - Benjamin Movsas
- Henry Ford Cancer Institute, Radiation Oncology, Detroit, USA
| | - Inga Grills
- Beaumont Health, Radiation Oncology, Royal Oak, USA
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Abu-Shawareb H, Acree R, Adams P, Adams J, Addis B, Aden R, Adrian P, Afeyan BB, Aggleton M, Aghaian L, Aguirre A, Aikens D, Akre J, Albert F, Albrecht M, Albright BJ, Albritton J, Alcala J, Alday C, Alessi DA, Alexander N, Alfonso J, Alfonso N, Alger E, Ali SJ, Ali ZA, Allen A, Alley WE, Amala P, Amendt PA, Amick P, Ammula S, Amorin C, Ampleford DJ, Anderson RW, Anklam T, Antipa N, Appelbe B, Aracne-Ruddle C, Araya E, Archuleta TN, Arend M, Arnold P, Arnold T, Arsenlis A, Asay J, Atherton LJ, Atkinson D, Atkinson R, Auerbach JM, Austin B, Auyang L, Awwal AAS, Aybar N, Ayers J, Ayers S, Ayers T, Azevedo S, Bachmann B, Back CA, Bae J, Bailey DS, Bailey J, Baisden T, Baker KL, Baldis H, Barber D, Barberis M, Barker D, Barnes A, Barnes CW, Barrios MA, Barty C, Bass I, Batha SH, Baxamusa SH, Bazan G, Beagle JK, Beale R, Beck BR, Beck JB, Bedzyk M, Beeler RG, Beeler RG, Behrendt W, Belk L, Bell P, Belyaev M, Benage JF, Bennett G, Benedetti LR, Benedict LX, Berger RL, Bernat T, Bernstein LA, Berry B, Bertolini L, Besenbruch G, Betcher J, Bettenhausen R, Betti R, Bezzerides B, Bhandarkar SD, Bickel R, Biener J, Biesiada T, Bigelow K, Bigelow-Granillo J, Bigman V, Bionta RM, Birge NW, Bitter M, Black AC, Bleile R, Bleuel DL, Bliss E, Bliss E, Blue B, Boehly T, Boehm K, Boley CD, Bonanno R, Bond EJ, Bond T, Bonino MJ, Borden M, Bourgade JL, Bousquet J, Bowers J, Bowers M, Boyd R, Boyle D, Bozek A, Bradley DK, Bradley KS, Bradley PA, Bradley L, Brannon L, Brantley PS, Braun D, Braun T, Brienza-Larsen K, Briggs R, Briggs TM, Britten J, Brooks ED, Browning D, Bruhn MW, Brunner TA, Bruns H, Brunton G, Bryant B, Buczek T, Bude J, Buitano L, Burkhart S, Burmark J, Burnham A, Burr R, Busby LE, Butlin B, Cabeltis R, Cable M, Cabot WH, Cagadas B, Caggiano J, Cahayag R, Caldwell SE, Calkins S, Callahan DA, Calleja-Aguirre J, Camara L, Camp D, Campbell EM, Campbell JH, Carey B, Carey R, Carlisle K, Carlson L, Carman L, Carmichael J, Carpenter A, Carr C, Carrera JA, Casavant D, Casey A, 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M, Kobs D, Koch J, Kohut T, Kong C, Koning JM, Koning P, Konior S, Kornblum H, Kot LB, Kozioziemski B, Kozlowski M, Kozlowski PM, Krammen J, Krasheninnikova NS, Krauland CM, Kraus B, Krauser W, Kress JD, Kritcher AL, Krieger E, Kroll JJ, Kruer WL, Kruse MKG, Kucheyev S, Kumbera M, Kumpan S, Kunimune J, Kur E, Kustowski B, Kwan TJT, Kyrala GA, Laffite S, Lafon M, LaFortune K, Lagin L, Lahmann B, Lairson B, Landen OL, Land T, Lane M, Laney D, Langdon AB, Langenbrunner J, Langer SH, Langro A, Lanier NE, Lanier TE, Larson D, Lasinski BF, Lassle D, LaTray D, Lau G, Lau N, Laumann C, Laurence A, Laurence TA, Lawson J, Le HP, Leach RR, Leal L, Leatherland A, LeChien K, Lechleiter B, Lee A, Lee M, Lee T, Leeper RJ, Lefebvre E, Leidinger JP, LeMire B, Lemke RW, Lemos NC, Le Pape S, Lerche R, Lerner S, Letts S, Levedahl K, Lewis T, Li CK, Li H, Li J, Liao W, Liao ZM, Liedahl D, Liebman J, Lindford G, Lindman EL, Lindl JD, Loey H, London RA, Long F, Loomis EN, Lopez FE, Lopez H, Losbanos E, 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Miller C, Miller D, Miller DS, Miller E, Miller EK, Miller J, Miller M, Miller PE, Miller T, Miller W, Miller-Kamm V, Millot M, Milovich JL, Minner P, Miquel JL, Mitchell S, Molvig K, Montesanti RC, Montgomery DS, Monticelli M, Montoya A, Moody JD, Moore AS, Moore E, Moran M, Moreno JC, Moreno K, Morgan BE, Morrow T, Morton JW, Moses E, Moy K, Muir R, Murillo MS, Murray JE, Murray JR, Munro DH, Murphy TJ, Munteanu FM, Nafziger J, Nagayama T, Nagel SR, Nast R, Negres RA, Nelson A, Nelson D, Nelson J, Nelson S, Nemethy S, Neumayer P, Newman K, Newton M, Nguyen H, Di Nicola JMG, Di Nicola P, Niemann C, Nikroo A, Nilson PM, Nobile A, Noorai V, Nora RC, Norton M, Nostrand M, Note V, Novell S, Nowak PF, Nunez A, Nyholm RA, O'Brien M, Oceguera A, Oertel JA, Oesterle AL, Okui J, Olejniczak B, Oliveira J, Olsen P, Olson B, Olson K, Olson RE, Opachich YP, Orsi N, Orth CD, Owen M, Padalino S, Padilla E, Paguio R, Paguio S, Paisner J, Pajoom S, Pak A, Palaniyappan S, Palma K, Pannell T, Papp F, 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Requieron W, Rever M, Reynolds H, Reynolds J, Rhodes J, Rhodes M, Richardson MC, Rice B, Rice NG, Rieben R, Rigatti A, Riggs S, Rinderknecht HG, Ring K, Riordan B, Riquier R, Rivers C, Roberts D, Roberts V, Robertson G, Robey HF, Robles J, Rocha P, Rochau G, Rodriguez J, Rodriguez S, Rosen MD, Rosenberg M, Ross G, Ross JS, Ross P, Rouse J, Rovang D, Rubenchik AM, Rubery MS, Ruiz CL, Rushford M, Russ B, Rygg JR, Ryujin BS, Sacks RA, Sacks RF, Saito K, Salmon T, Salmonson JD, Sanchez J, Samuelson S, Sanchez M, Sangster C, Saroyan A, Sater J, Satsangi A, Sauers S, Saunders R, Sauppe JP, Sawicki R, Sayre D, Scanlan M, Schaffers K, Schappert GT, Schiaffino S, Schlossberg DJ, Schmidt DW, Schmit PF, Smidt JM, Schneider DHG, Schneider MB, Schneider R, Schoff M, Schollmeier M, Schroeder CR, Schrauth SE, Scott HA, Scott I, Scott JM, Scott RHH, Scullard CR, Sedillo T, Seguin FH, Seka W, Senecal J, Sepke SM, Seppala L, Sequoia K, Severyn J, Sevier JM, Sewell N, Seznec S, Shah RC, Shamlian J, 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Achievement of Target Gain Larger than Unity in an Inertial Fusion Experiment. Phys Rev Lett 2024; 132:065102. [PMID: 38394591 DOI: 10.1103/physrevlett.132.065102] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/03/2024] [Indexed: 02/25/2024]
Abstract
On December 5, 2022, an indirect drive fusion implosion on the National Ignition Facility (NIF) achieved a target gain G_{target} of 1.5. This is the first laboratory demonstration of exceeding "scientific breakeven" (or G_{target}>1) where 2.05 MJ of 351 nm laser light produced 3.1 MJ of total fusion yield, a result which significantly exceeds the Lawson criterion for fusion ignition as reported in a previous NIF implosion [H. Abu-Shawareb et al. (Indirect Drive ICF Collaboration), Phys. Rev. Lett. 129, 075001 (2022)PRLTAO0031-900710.1103/PhysRevLett.129.075001]. This achievement is the culmination of more than five decades of research and gives proof that laboratory fusion, based on fundamental physics principles, is possible. This Letter reports on the target, laser, design, and experimental advancements that led to this result.
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Affiliation(s)
| | - R Acree
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Adams
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Adams
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Addis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Aden
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Adrian
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B B Afeyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Polymath Research Inc., 827 Bonde Ct., Pleasanton, California 94566, USA
| | - M Aggleton
- General Atomics, San Diego, California 92186, USA
| | - L Aghaian
- General Atomics, San Diego, California 92186, USA
| | - A Aguirre
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Aikens
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Akre
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Albert
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Albrecht
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B J Albright
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Albritton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Alcala
- General Atomics, San Diego, California 92186, USA
| | - C Alday
- General Atomics, San Diego, California 92186, USA
| | - D A Alessi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Alexander
- General Atomics, San Diego, California 92186, USA
| | - J Alfonso
- General Atomics, San Diego, California 92186, USA
| | - N Alfonso
- General Atomics, San Diego, California 92186, USA
| | - E Alger
- General Atomics, San Diego, California 92186, USA
| | - S J Ali
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Z A Ali
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - A Allen
- General Atomics, San Diego, California 92186, USA
| | - W E Alley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Amala
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P A Amendt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Amick
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Ammula
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Amorin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D J Ampleford
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R W Anderson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Anklam
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Antipa
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Appelbe
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - C Aracne-Ruddle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Araya
- General Atomics, San Diego, California 92186, USA
| | - T N Archuleta
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Arend
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Arnold
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Arnold
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Arsenlis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Asay
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - L J Atherton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Atkinson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Atkinson
- General Atomics, San Diego, California 92186, USA
| | - J M Auerbach
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Austin
- General Atomics, San Diego, California 92186, USA
| | - L Auyang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A A S Awwal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Aybar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Ayers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Ayers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Ayers
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - S Azevedo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Bachmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C A Back
- General Atomics, San Diego, California 92186, USA
| | - J Bae
- General Atomics, San Diego, California 92186, USA
| | - D S Bailey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Bailey
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - T Baisden
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K L Baker
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Baldis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Barber
- General Atomics, San Diego, California 92186, USA
| | - M Barberis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Barker
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Barnes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C W Barnes
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M A Barrios
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Barty
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Bass
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S H Batha
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S H Baxamusa
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Bazan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J K Beagle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Beale
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B R Beck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J B Beck
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Bedzyk
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R G Beeler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R G Beeler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Behrendt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Belk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Bell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Belyaev
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J F Benage
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - G Bennett
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - L R Benedetti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L X Benedict
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R L Berger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Bernat
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L A Bernstein
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- University of California at Berkeley, Dept. of Nuclear Engineering, 4165 Etcheverry Hall, Berkeley, California 94720-1730, USA
- Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
| | - B Berry
- General Atomics, San Diego, California 92186, USA
| | - L Bertolini
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Besenbruch
- General Atomics, San Diego, California 92186, USA
| | - J Betcher
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - R Bettenhausen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Betti
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Bezzerides
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S D Bhandarkar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Bickel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Biener
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Biesiada
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Bigelow
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - J Bigelow-Granillo
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - V Bigman
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R M Bionta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N W Birge
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Bitter
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - A C Black
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Bleile
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D L Bleuel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Bliss
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Bliss
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Blue
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Boehly
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - K Boehm
- General Atomics, San Diego, California 92186, USA
| | - C D Boley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Bonanno
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E J Bond
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Bond
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M J Bonino
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Borden
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | | | - J Bousquet
- General Atomics, San Diego, California 92186, USA
| | - J Bowers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Bowers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Boyd
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Boyle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Bozek
- General Atomics, San Diego, California 92186, USA
| | - D K Bradley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K S Bradley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P A Bradley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - L Bradley
- General Atomics, San Diego, California 92186, USA
| | - L Brannon
- General Atomics, San Diego, California 92186, USA
| | - P S Brantley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Braun
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Braun
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Brienza-Larsen
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - R Briggs
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T M Briggs
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Britten
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E D Brooks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Browning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M W Bruhn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T A Brunner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Bruns
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Brunton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Bryant
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Buczek
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Bude
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Buitano
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - S Burkhart
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Burmark
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Burnham
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Burr
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L E Busby
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Butlin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Cabeltis
- General Atomics, San Diego, California 92186, USA
| | - M Cable
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W H Cabot
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Cagadas
- General Atomics, San Diego, California 92186, USA
| | - J Caggiano
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Cahayag
- General Atomics, San Diego, California 92186, USA
| | - S E Caldwell
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Calkins
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - D A Callahan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | | | - L Camara
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Camp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E M Campbell
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J H Campbell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Carey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Carey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Carlisle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Carlson
- General Atomics, San Diego, California 92186, USA
| | - L Carman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Carmichael
- General Atomics, San Diego, California 92186, USA
| | - A Carpenter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Carr
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Carrera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Casavant
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Casey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D T Casey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Castillo
- General Atomics, San Diego, California 92186, USA
| | - E Castillo
- General Atomics, San Diego, California 92186, USA
| | - J I Castor
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Castro
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Caughey
- General Atomics, San Diego, California 92186, USA
| | - R Cavitt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Celeste
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P M Celliers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Cerjan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Chandler
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Chapman
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - T D Chapman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Chase
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Chen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Chen
- General Atomics, San Diego, California 92186, USA
| | - K Chen
- General Atomics, San Diego, California 92186, USA
| | - L-Y Chen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Cheng
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Chittenden
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - C Choate
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Chou
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R E Chrien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Chrisp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Christensen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Christensen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N S Christiansen
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A R Christopherson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Chung
- General Atomics, San Diego, California 92186, USA
| | - J A Church
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Clark
- General Atomics, San Diego, California 92186, USA
| | - D S Clark
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Clark
- General Atomics, San Diego, California 92186, USA
| | - R Clark
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Claus
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Cline
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Cline
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Cobble
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Cochrane
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Cohen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Cohen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M R Collette
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G W Collins
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - L A Collins
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T J B Collins
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Conder
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - B Conrad
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Conyers
- General Atomics, San Diego, California 92186, USA
| | - A W Cook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Cook
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - R Cook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Cooley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G Cooper
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
- University of New Mexico, Dept. of Nuclear Engineering, MSC01 1120, 1 University of New Mexico, Albuquerque, New Mexico 87131-0001, USA
| | - T Cope
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S R Copeland
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Coppari
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Cortez
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - J Cox
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Crandall
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - J Crane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R S Craxton
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Cray
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Crilly
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - J W Crippen
- General Atomics, San Diego, California 92186, USA
| | - D Cross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Cuneo
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - G Cuotts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C E Czajka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Czechowicz
- General Atomics, San Diego, California 92186, USA
| | - T Daly
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Danforth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Danly
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R Darbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Darlington
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Datte
- General Atomics, San Diego, California 92186, USA
| | - L Dauffy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Davalos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Davidovits
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Davis
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - J Davis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Dawson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R D Day
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T H Day
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Dayton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Deck
- General Atomics, San Diego, California 92186, USA
| | - C Decker
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Deeney
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - K A DeFriend
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G Deis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N D Delamater
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J A Delettrez
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Demaret
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Demos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Dempsey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Desjardin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Desjardins
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M P Desjarlais
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E L Dewald
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J DeYoreo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Diaz
- General Atomics, San Diego, California 92186, USA
| | - G Dimonte
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T R Dittrich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Divol
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S N Dixit
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Dixon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Do
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E S Dodd
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Dolan
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A Donovan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Donovan
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - T Döppner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Dorrer
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - N Dorsano
- General Atomics, San Diego, California 92186, USA
| | - M R Douglas
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Dow
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - J Downie
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Downing
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Dozieres
- General Atomics, San Diego, California 92186, USA
| | - V Draggoo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Drake
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - R P Drake
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- University of Michigan, Climate & Space Research Building, 2455 Hayward Street Ann Arbor, Michigan 48109-2143, USA
| | - T Drake
- General Atomics, San Diego, California 92186, USA
| | - G Dreifuerst
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O Drury
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D F DuBois
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P F DuBois
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Dunham
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Durocher
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R Dylla-Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A K L Dymoke-Bradshaw
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire, OX10 8BD, United Kingdom
| | - B Dzenitis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Ebbers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Eckart
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Eddinger
- General Atomics, San Diego, California 92186, USA
| | - D Eder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Edgell
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M J Edwards
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Efthimion
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - J H Eggert
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Ehrlich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Ehrmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Elhadj
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Ellerbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N S Elliott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C L Ellison
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Elsner
- General Atomics, San Diego, California 92186, USA
| | - M Emerich
- General Atomics, San Diego, California 92186, USA
| | - K Engelhorn
- General Atomics, San Diego, California 92186, USA
| | - T England
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E English
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Epperson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Epstein
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - G Erbert
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M A Erickson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D J Erskine
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Erlandson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Espinosa
- General Atomics, San Diego, California 92186, USA
| | - C Estes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K G Estabrook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Evans
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Fabyan
- General Atomics, San Diego, California 92186, USA
| | - J Fair
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Fallejo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Farmer
- General Atomics, San Diego, California 92186, USA
| | - W A Farmer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Farrell
- General Atomics, San Diego, California 92186, USA
| | - V E Fatherley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Fedorov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Feigenbaum
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | | | - M Feit
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Felker
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Ferguson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Fernandez
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Fernandez-Panella
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Fess
- General Atomics, San Diego, California 92186, USA
| | - J E Field
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C V Filip
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Fincke
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T Finn
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - S M Finnegan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R G Finucane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Fischer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Fisher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Fisher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Fishler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Fittinghoff
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | | | - M Flegel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K A Flippo
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Florio
- General Atomics, San Diego, California 92186, USA
| | - J Folta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Folta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L R Foreman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C Forrest
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Forsman
- General Atomics, San Diego, California 92186, USA
| | - J Fooks
- General Atomics, San Diego, California 92186, USA
| | - M Foord
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Fortner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Fournier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D E Fratanduono
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Frazier
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - T Frazier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Frederick
- General Atomics, San Diego, California 92186, USA
| | - M S Freeman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Frenje
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - D Frey
- General Atomics, San Diego, California 92186, USA
| | - G Frieders
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Friedrich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Froula
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Fry
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Fuller
- General Atomics, San Diego, California 92186, USA
| | - J Gaffney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Gales
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - B Le Galloudec
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K K Le Galloudec
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Gambhir
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Gao
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - W J Garbett
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - A Garcia
- General Atomics, San Diego, California 92186, USA
| | - C Gates
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Gaut
- General Atomics, San Diego, California 92186, USA
| | - P Gauthier
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - Z Gavin
- General Atomics, San Diego, California 92186, USA
| | - J Gaylord
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C G R Geddes
- Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
| | - M Geissel
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - F Génin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Georgeson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - H Geppert-Kleinrath
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - V Geppert-Kleinrath
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N Gharibyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Gibson
- General Atomics, San Diego, California 92186, USA
| | - C Gibson
- General Atomics, San Diego, California 92186, USA
| | - E Giraldez
- General Atomics, San Diego, California 92186, USA
| | - V Glebov
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S G Glendinning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Glenn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S H Glenzer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - S Goade
- General Atomics, San Diego, California 92186, USA
| | - P L Gobby
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S R Goldman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B Golick
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Gomez
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - V Goncharov
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - D Goodin
- General Atomics, San Diego, California 92186, USA
| | - P Grabowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Grafil
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Graham
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - J Grandy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Grasz
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F R Graziani
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Greenman
- General Atomics, San Diego, California 92186, USA
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
- Polymath Research Inc., 827 Bonde Ct., Pleasanton, California 94566, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
- University of California at Berkeley, Dept. of Nuclear Engineering, 4165 Etcheverry Hall, Berkeley, California 94720-1730, USA
- Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
- University of New Mexico, Dept. of Nuclear Engineering, MSC01 1120, 1 University of New Mexico, Albuquerque, New Mexico 87131-0001, USA
- University of Michigan, Climate & Space Research Building, 2455 Hayward Street Ann Arbor, Michigan 48109-2143, USA
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire, OX10 8BD, United Kingdom
- Diamond Materials Gmbh, 79108 Freiburg, Germany
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
- Department of Physics, Clarendon Lab, University of Oxford, Parks Road, Oxford, OX1 3PU, United Kingodm
- Spectral Sciences Inc., 4 Fourth Ave, Burlington, Massachusetts 01803-3304, USA
- RWTH Aachen University, 52066 Aachen, Germany
- University of Michigan, 500 S State St, Ann Arbor, Michigan 48109, USA
- United States Naval Research Laboratory, Plasma Physics Division, 4555 Overlook Ave SW, Washington, DC 20375, USA
- Laboratoire pour l'utilisation des Lasers Intenses chez École Polytechnique, F-91128 Palaiseau cedex, France
- University of Nevada at Reno, Dept. of Physics, MS 0220, 1664 N. Virginia St., Reno, Nevada 89557, USA
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- University of California at Los Angeles, Dept. of Physics & Astronomy, 475 Portola Plaza, Los Angeles, California 90095-1547, USA
- Sutter Instrument, 1 Digital Dr., Novator, California 94949, USA
- SUNY Geneseo, Dept. of Physics & Astronomy, Integrated Science Center, Geneseo, New York 14454, USA
- Central Laser Facility, STFC Rutherford Appleton Laboratory, Harwell Oxford, OC11 0QX, United Kingdom
- Dept. of Mathematics and Statistics, San José State University, San José, California 95192, USA
- Department of Physics and Astronomy, San José State University, San José California 95192-0106, USA
| | - J A Greenough
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Greenwood
- General Atomics, San Diego, California 92186, USA
| | - G Gregori
- Department of Physics, Clarendon Lab, University of Oxford, Parks Road, Oxford, OX1 3PU, United Kingodm
| | - T Green
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Griego
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G P Grim
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Grondalski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Gross
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - J Guckian
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - N Guler
- Spectral Sciences Inc., 4 Fourth Ave, Burlington, Massachusetts 01803-3304, USA
| | - B Gunney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Guss
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Haan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hackbarth
- General Atomics, San Diego, California 92186, USA
| | - L Hackel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hackel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Haefner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- RWTH Aachen University, 52066 Aachen, Germany
| | - C Hagmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Hahn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hahn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B J Haid
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B M Haines
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B M Hall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Hall
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - G N Hall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hamamoto
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hamel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C E Hamilton
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B A Hammel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J H Hammer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Hampton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Hamza
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Handler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hansen
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Hanson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R Haque
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Harding
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - E Harding
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J D Hares
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire, OX10 8BD, United Kingdom
| | - D B Harris
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J A Harte
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E P Hartouni
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hatarik
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hatchett
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A A Hauer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Havre
- General Atomics, San Diego, California 92186, USA
| | - R Hawley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hayes
- General Atomics, San Diego, California 92186, USA
| | - J Hayes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hayes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Hayes-Sterbenz
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C A Haynam
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D A Haynes
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Headley
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A Heal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Heebner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Heerey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G M Heestand
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Heeter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Hein
- General Atomics, San Diego, California 92186, USA
| | - C Heinbockel
- General Atomics, San Diego, California 92186, USA
| | - C Hendricks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Henesian
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Heninger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Henrikson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E A Henry
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E B Herbold
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M R Hermann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Hermes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Hernandez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V J Hernandez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M C Herrmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H W Herrmann
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - O D Herrera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hewett
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hibbard
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D G Hicks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D P Higginson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hill
- General Atomics, San Diego, California 92186, USA
| | - K Hill
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - T Hilsabeck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D E Hinkel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D D Ho
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V K Ho
- General Atomics, San Diego, California 92186, USA
| | - J K Hoffer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N M Hoffman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Hohenberger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hohensee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Hoke
- General Atomics, San Diego, California 92186, USA
| | - D Holdener
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Holdener
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J P Holder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Holko
- General Atomics, San Diego, California 92186, USA
| | - D Holunga
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J F Holzrichter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Honig
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hoover
- General Atomics, San Diego, California 92186, USA
| | - D Hopkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L F Berzak Hopkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hoppe
- General Atomics, San Diego, California 92186, USA
| | - M L Hoppe
- General Atomics, San Diego, California 92186, USA
| | - J Horner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hornung
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C J Horsfield
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - J Horvath
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hotaling
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R House
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Howell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W W Hsing
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S X Hu
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - H Huang
- General Atomics, San Diego, California 92186, USA
| | - J Huckins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Hui
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Humbird
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hund
- General Atomics, San Diego, California 92186, USA
| | - J Hunt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O A Hurricane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hutton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K H-K Huynh
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Inandan
- General Atomics, San Diego, California 92186, USA
| | - C Iglesias
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I V Igumenshchev
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - I Ivanovich
- University of Michigan, 500 S State St, Ann Arbor, Michigan 48109, USA
| | - N Izumi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Jackson
- General Atomics, San Diego, California 92186, USA
| | - J Jackson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S D Jacobs
- General Atomics, San Diego, California 92186, USA
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
- Polymath Research Inc., 827 Bonde Ct., Pleasanton, California 94566, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
- University of California at Berkeley, Dept. of Nuclear Engineering, 4165 Etcheverry Hall, Berkeley, California 94720-1730, USA
- Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, USA
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
- University of New Mexico, Dept. of Nuclear Engineering, MSC01 1120, 1 University of New Mexico, Albuquerque, New Mexico 87131-0001, USA
- University of Michigan, Climate & Space Research Building, 2455 Hayward Street Ann Arbor, Michigan 48109-2143, USA
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire, OX10 8BD, United Kingdom
- Diamond Materials Gmbh, 79108 Freiburg, Germany
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
- Department of Physics, Clarendon Lab, University of Oxford, Parks Road, Oxford, OX1 3PU, United Kingodm
- Spectral Sciences Inc., 4 Fourth Ave, Burlington, Massachusetts 01803-3304, USA
- RWTH Aachen University, 52066 Aachen, Germany
- University of Michigan, 500 S State St, Ann Arbor, Michigan 48109, USA
- United States Naval Research Laboratory, Plasma Physics Division, 4555 Overlook Ave SW, Washington, DC 20375, USA
- Laboratoire pour l'utilisation des Lasers Intenses chez École Polytechnique, F-91128 Palaiseau cedex, France
- University of Nevada at Reno, Dept. of Physics, MS 0220, 1664 N. Virginia St., Reno, Nevada 89557, USA
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- University of California at Los Angeles, Dept. of Physics & Astronomy, 475 Portola Plaza, Los Angeles, California 90095-1547, USA
- Sutter Instrument, 1 Digital Dr., Novator, California 94949, USA
- SUNY Geneseo, Dept. of Physics & Astronomy, Integrated Science Center, Geneseo, New York 14454, USA
- Central Laser Facility, STFC Rutherford Appleton Laboratory, Harwell Oxford, OC11 0QX, United Kingdom
- Dept. of Mathematics and Statistics, San José State University, San José, California 95192, USA
- Department of Physics and Astronomy, San José State University, San José California 95192-0106, USA
| | - G James
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Jancaitis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Jarboe
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L C Jarrott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Jasion
- General Atomics, San Diego, California 92186, USA
| | - J Jaquez
- General Atomics, San Diego, California 92186, USA
| | - J Jeet
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A E Jenei
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Jensen
- General Atomics, San Diego, California 92186, USA
| | - J Jimenez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Jimenez
- General Atomics, San Diego, California 92186, USA
| | - D Jobe
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - Z Johal
- General Atomics, San Diego, California 92186, USA
| | - H M Johns
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Johnson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M A Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Gatu Johnson
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - R J Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S A Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Johnson
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - K Jones
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - O Jones
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Jones
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R Jorge
- General Atomics, San Diego, California 92186, USA
| | - H J Jorgenson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Julian
- General Atomics, San Diego, California 92186, USA
| | - B I Jun
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Jungquist
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Kaae
- General Atomics, San Diego, California 92186, USA
| | - N Kabadi
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - D Kaczala
- General Atomics, San Diego, California 92186, USA
| | - D Kalantar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Kangas
- General Atomics, San Diego, California 92186, USA
| | - V V Karasiev
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Karasik
- United States Naval Research Laboratory, Plasma Physics Division, 4555 Overlook Ave SW, Washington, DC 20375, USA
| | - V Karpenko
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Kasarky
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - K Kasper
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Kauffman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M I Kaufman
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - C Keane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Keaty
- General Atomics, San Diego, California 92186, USA
| | - L Kegelmeyer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P A Keiter
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P A Kellett
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire, OX10 8BD, United Kingdom
| | - J Kellogg
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J H Kelly
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Kemic
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A J Kemp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G E Kemp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G D Kerbel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Kershaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Kerr
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J Kessler
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M H Key
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S F Khan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Khater
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Kiikka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kilkenny
- General Atomics, San Diego, California 92186, USA
| | - Y Kim
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - Y-J Kim
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kimko
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kimmel
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J M Kindel
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - J King
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R K Kirkwood
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Klaus
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Klem
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Kline
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Klingmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Kluth
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - P Knapp
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Knauer
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Knipping
- General Atomics, San Diego, California 92186, USA
| | - M Knudson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Kobs
- General Atomics, San Diego, California 92186, USA
| | - J Koch
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Kohut
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Kong
- General Atomics, San Diego, California 92186, USA
| | - J M Koning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Koning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Konior
- General Atomics, San Diego, California 92186, USA
| | - H Kornblum
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L B Kot
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B Kozioziemski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kozlowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P M Kozlowski
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Krammen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N S Krasheninnikova
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C M Krauland
- General Atomics, San Diego, California 92186, USA
| | - B Kraus
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - W Krauser
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J D Kress
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A L Kritcher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Krieger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J J Kroll
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W L Kruer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M K G Kruse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Kucheyev
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kumbera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Kumpan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kunimune
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - E Kur
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Kustowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J T Kwan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G A Kyrala
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Laffite
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - M Lafon
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - K LaFortune
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - L Lagin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Lahmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B Lairson
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - O L Landen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Land
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Lane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Laney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A B Langdon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Langenbrunner
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S H Langer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Langro
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N E Lanier
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T E Lanier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Larson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B F Lasinski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Lassle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D LaTray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Lau
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Lau
- General Atomics, San Diego, California 92186, USA
| | - C Laumann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Laurence
- General Atomics, San Diego, California 92186, USA
| | - T A Laurence
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Lawson
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - H P Le
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R R Leach
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Leal
- General Atomics, San Diego, California 92186, USA
| | - A Leatherland
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - K LeChien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Lechleiter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Lee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Lee
- General Atomics, San Diego, California 92186, USA
| | - T Lee
- General Atomics, San Diego, California 92186, USA
| | - R J Leeper
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - E Lefebvre
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | | | - B LeMire
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R W Lemke
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - N C Lemos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Le Pape
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Laboratoire pour l'utilisation des Lasers Intenses chez École Polytechnique, F-91128 Palaiseau cedex, France
| | - R Lerche
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Lerner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Letts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Levedahl
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - T Lewis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C K Li
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - H Li
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Li
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Liao
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Z M Liao
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Liedahl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Liebman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Lindford
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E L Lindman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J D Lindl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Loey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R A London
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Long
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E N Loomis
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F E Lopez
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - H Lopez
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - E Losbanos
- General Atomics, San Diego, California 92186, USA
| | - S Loucks
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Lowe-Webb
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Lundgren
- General Atomics, San Diego, California 92186, USA
| | - A P Ludwigsen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Luo
- General Atomics, San Diego, California 92186, USA
| | - J Lusk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Lyons
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Ma
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Y Macallop
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - M J MacDonald
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B J MacGowan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J M Mack
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A J Mackinnon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S A MacLaren
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A G MacPhee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G R Magelssen
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Magoon
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R M Malone
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - T Malsbury
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Managan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Mancini
- University of Nevada at Reno, Dept. of Physics, MS 0220, 1664 N. Virginia St., Reno, Nevada 89557, USA
| | - K Manes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Maney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Manha
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O M Mannion
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A M Manuel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M J-E Manuel
- General Atomics, San Diego, California 92186, USA
| | - E Mapoles
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Mara
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Marcotte
- General Atomics, San Diego, California 92186, USA
| | - E Marin
- General Atomics, San Diego, California 92186, USA
| | - M M Marinak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D A Mariscal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E F Mariscal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E V Marley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Marozas
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Marquez
- General Atomics, San Diego, California 92186, USA
| | - C D Marshall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F J Marshall
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Marshall
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Marshall
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - J Marticorena
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J I Martinez
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Martinez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Maslennikov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Mason
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Mason
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - L Masse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - W Massey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P-E Masson-Laborde
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
| | - N D Masters
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Mathisen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Mathison
- General Atomics, San Diego, California 92186, USA
| | - J Matone
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M J Matthews
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Mattoon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T R Mattsson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - K Matzen
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C W Mauche
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Mauldin
- General Atomics, San Diego, California 92186, USA
| | - T McAbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M McBurney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Mccarville
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R L McCrory
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A M McEvoy
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C McGuffey
- General Atomics, San Diego, California 92186, USA
| | - M Mcinnis
- General Atomics, San Diego, California 92186, USA
| | - P McKenty
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M S McKinley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J B McLeod
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A McPherson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Mcquillan
- General Atomics, San Diego, California 92186, USA
| | - M Meamber
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Meaney
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N B Meezan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Meissner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T A Mehlhorn
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - N C Mehta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Menapace
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F E Merrill
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B T Merritt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E C Merritt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D D Meyerhofer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Mezyk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Mich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P A Michel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Milam
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D S Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E K Miller
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - J Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P E Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Miller
- General Atomics, San Diego, California 92186, USA
| | - W Miller
- General Atomics, San Diego, California 92186, USA
| | - V Miller-Kamm
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Millot
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Milovich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Minner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J-L Miquel
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - S Mitchell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Molvig
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R C Montesanti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D S Montgomery
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Monticelli
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Montoya
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J D Moody
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A S Moore
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Moore
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Moran
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Moreno
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Moreno
- General Atomics, San Diego, California 92186, USA
| | - B E Morgan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Morrow
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J W Morton
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - E Moses
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Moy
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada, 89030, USA
| | - R Muir
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M S Murillo
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
| | - J E Murray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Murray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Munro
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J Murphy
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F M Munteanu
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Nafziger
- General Atomics, San Diego, California 92186, USA
| | - T Nagayama
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - S R Nagel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Nast
- General Atomics, San Diego, California 92186, USA
| | - R A Negres
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Nelson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Nelson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Nelson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Nelson
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - S Nemethy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Neumayer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Newman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Newton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Nguyen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J-M G Di Nicola
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Di Nicola
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Niemann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- University of California at Los Angeles, Dept. of Physics & Astronomy, 475 Portola Plaza, Los Angeles, California 90095-1547, USA
| | - A Nikroo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P M Nilson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Nobile
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - V Noorai
- General Atomics, San Diego, California 92186, USA
| | - R C Nora
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Norton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Nostrand
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Note
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Novell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P F Nowak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Nunez
- General Atomics, San Diego, California 92186, USA
| | - R A Nyholm
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M O'Brien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Oceguera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Oertel
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A L Oesterle
- Sutter Instrument, 1 Digital Dr., Novator, California 94949, USA
| | - J Okui
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Olejniczak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Oliveira
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Olsen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Olson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Olson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R E Olson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - Y P Opachich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Orsi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C D Orth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Owen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Padalino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- SUNY Geneseo, Dept. of Physics & Astronomy, Integrated Science Center, Geneseo, New York 14454, USA
| | - E Padilla
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Paguio
- General Atomics, San Diego, California 92186, USA
| | - S Paguio
- General Atomics, San Diego, California 92186, USA
| | - J Paisner
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Pajoom
- General Atomics, San Diego, California 92186, USA
| | - A Pak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Palaniyappan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Palma
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Pannell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Papp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Paras
- General Atomics, San Diego, California 92186, USA
| | - T Parham
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H-S Park
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Pasternak
- Gryphon Technologies, 303 Lindbergh Ave., Livermore, California 94551, USA
| | - S Patankar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M V Patel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P K Patel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Patterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Patterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Paul
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - M Paul
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Pauli
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O T Pearce
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Pearcy
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - A Pedretti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Pedrotti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Peer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L J Pelz
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Penetrante
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Penner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Perez
- General Atomics, San Diego, California 92186, USA
| | - L J Perkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Pernice
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T S Perry
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Person
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Petersen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Petersen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D L Peterson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - E B Peterson
- General Atomics, San Diego, California 92186, USA
| | - J E Peterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Peterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Peterson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R R Peterson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R D Petrasso
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - F Philippe
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - D Phillion
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J Phipps
- General Atomics, San Diego, California 92186, USA
| | - E Piceno
- General Atomics, San Diego, California 92186, USA
| | - L Pickworth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Y Ping
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Pino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Piston
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Plummer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G D Pollack
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S M Pollaine
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B B Pollock
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Ponce
- General Atomics, San Diego, California 92186, USA
| | - J Ponce
- General Atomics, San Diego, California 92186, USA
| | | | - J L Porter
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Post
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O Poujade
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
| | - C Powell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Powell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Power
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Pozulp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Prantil
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Prasad
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Pratuch
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Price
- General Atomics, San Diego, California 92186, USA
| | - K Primdahl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Prisbrey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Procassini
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Pruyne
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Pudliner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S R Qiu
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Quan
- General Atomics, San Diego, California 92186, USA
| | - M Quinn
- General Atomics, San Diego, California 92186, USA
| | - J Quintenz
- General Atomics, San Diego, California 92186, USA
| | - P B Radha
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - F Rainer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Ralph
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K S Raman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Raman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P W Rambo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Rana
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Randewich
- Atomic Weapons Establishment, Aldermaston, RG7 4PR, United Kingdom
| | - D Rardin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Ratledge
- General Atomics, San Diego, California 92186, USA
| | - N Ravelo
- General Atomics, San Diego, California 92186, USA
| | - F Ravizza
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rayce
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Raymond
- General Atomics, San Diego, California 92186, USA
| | - B Raymond
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Reed
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Reed
- General Atomics, San Diego, California 92186, USA
| | - S Regan
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Reichelt
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - V Reis
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - S Reisdorf
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Rekow
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B A Remington
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Rendon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Requieron
- General Atomics, San Diego, California 92186, USA
| | - M Rever
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Reynolds
- General Atomics, San Diego, California 92186, USA
| | - J Reynolds
- General Atomics, San Diego, California 92186, USA
| | - J Rhodes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rhodes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M C Richardson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Rice
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - N G Rice
- General Atomics, San Diego, California 92186, USA
| | - R Rieben
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Rigatti
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Riggs
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H G Rinderknecht
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - K Ring
- General Atomics, San Diego, California 92186, USA
| | - B Riordan
- General Atomics, San Diego, California 92186, USA
| | - R Riquier
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - C Rivers
- General Atomics, San Diego, California 92186, USA
| | - D Roberts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Roberts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Robertson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - H F Robey
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Robles
- General Atomics, San Diego, California 92186, USA
| | - P Rocha
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Rochau
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Rodriguez
- General Atomics, San Diego, California 92186, USA
| | - S Rodriguez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M D Rosen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rosenberg
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - G Ross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J S Ross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Ross
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - J Rouse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Rovang
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A M Rubenchik
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M S Rubery
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C L Ruiz
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Rushford
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Russ
- General Atomics, San Diego, California 92186, USA
| | - J R Rygg
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B S Ryujin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R A Sacks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R F Sacks
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Saito
- General Atomics, San Diego, California 92186, USA
| | - T Salmon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J D Salmonson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Sanchez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Samuelson
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - M Sanchez
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C Sangster
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Saroyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Sater
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Satsangi
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - S Sauers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Saunders
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J P Sauppe
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R Sawicki
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Sayre
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Scanlan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Schaffers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G T Schappert
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Schiaffino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D J Schlossberg
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D W Schmidt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P F Schmit
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J M Smidt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D H G Schneider
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M B Schneider
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Schneider
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - M Schoff
- General Atomics, San Diego, California 92186, USA
| | - M Schollmeier
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C R Schroeder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S E Schrauth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H A Scott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Scott
- General Atomics, San Diego, California 92186, USA
| | - J M Scott
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R H H Scott
- Central Laser Facility, STFC Rutherford Appleton Laboratory, Harwell Oxford, OC11 0QX, United Kingdom
| | - C R Scullard
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Sedillo
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F H Seguin
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - W Seka
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Senecal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Sepke
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Seppala
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Sequoia
- General Atomics, San Diego, California 92186, USA
| | - J Severyn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J M Sevier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Sewell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Seznec
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - R C Shah
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Shamlian
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - D Shaughnessy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Shaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Shaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Shearer
- General Atomics, San Diego, California 92186, USA
| | - R Shelton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Shen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M W Sherlock
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A I Shestakov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E L Shi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S J Shin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Shingleton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Shmayda
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Shor
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Shoup
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - C Shuldberg
- General Atomics, San Diego, California 92186, USA
| | - L Siegel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F J Silva
- General Atomics, San Diego, California 92186, USA
| | - A N Simakov
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B T Sims
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - D Sinars
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - P Singh
- General Atomics, San Diego, California 92186, USA
| | - H Sio
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - K Skulina
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Skupsky
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Slutz
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Sluyter
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, DC 20585, USA
| | - V A Smalyuk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Smauley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R M Smeltser
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C Smith
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Smith
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Smith
- General Atomics, San Diego, California 92186, USA
| | - L Smith
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Smith
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Smith
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Dr., Friday Harbor, Washington 98250, USA
| | - M Schölmerich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Sohn
- General Atomics, San Diego, California 92186, USA
| | - S Sommer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Sorce
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Sorem
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J M Soures
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M L Spaeth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B K Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Speas
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Speck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Speck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Spinka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P T Springer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Stadermann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Stahl
- General Atomics, San Diego, California 92186, USA
| | - J Stahoviak
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Dept. of Mathematics and Statistics, San José State University, San José, California 95192, USA
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
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Chen Y, Pahlavian SH, Jacobs P, Neupane T, Forghani-Arani F, Castillo E, Castillo R, Vinogradskiy Y. Systematic Evaluation of the Impact of Lung Segmentation Methods on 4-Dimensional Computed Tomography Ventilation Imaging Using a Large Patient Database. Int J Radiat Oncol Biol Phys 2024; 118:242-252. [PMID: 37607642 PMCID: PMC10842520 DOI: 10.1016/j.ijrobp.2023.08.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 08/04/2023] [Accepted: 08/08/2023] [Indexed: 08/24/2023]
Abstract
PURPOSE A novel form of lung functional imaging applied for functional avoidance radiation therapy has been developed that uses 4-dimensional computed tomography (4DCT) data and image processing techniques to calculate lung ventilation (4DCT-ventilation). Lung segmentation is a common step to define a region of interest for 4DCT-ventilation generation. The purpose of this study was to quantitatively evaluate the sensitivity of 4DCT-ventilation imaging using different lung segmentation methods. METHODS AND MATERIALS The 4DCT data of 350 patients from 2 institutions were used. Lung contours were generated using 3 methods: (1) reference segmentations that removed airways and pulmonary vasculature manually (Lung-Manual), (2) standard lung contours used for planning (Lung-RadOnc), and (3) artificial intelligence (AI)-based contours that removed the airways and pulmonary vasculature (Lung-AI). The AI model was based on a residual 3-dimensional U-Net and was trained using the Lung-Manual contours of 279 patients. We compared the Lung-RadOnc or Lung-AI with Lung-Manual contours for the entire 4DCT-ventilation functional avoidance process including lung segmentation (surface Dice similarity coefficient [Surface DSC]), 4DCT-ventilation generation (correlation), and subanalysis of 10 patients on a dosimetric endpoint (percentage of high functional volume of lung receiving ≥20 Gy [fV20{%}]). RESULTS Surface DSC comparing Lung-Manual/Lung-RadOnc and Lung-Manual/Lung-AI contours was 0.40 ± 0.06 and 0.86 ± 0.04, respectively. The correlation between 4DCT-ventilation images generated with Lung-Manual/Lung-RadOnc and Lung-Manual/Lung-AI were 0.48 ± 0.14 and 0.85 ± 0.14, respectively. The difference in fV20[%] between 4DCT-ventilation generated with Lung-Manual/Lung-RadOnc and Lung-Manual/Lung-AI was 2.5% ± 4.1% and 0.3% ± 0.5%, respectively. CONCLUSIONS Our work showed that using standard planning lung contours can result in significantly variable 4DCT-ventilation images. The study demonstrated that AI-based segmentations generate lung contours and 4DCT-ventilation images that are similar to those generated using manual methods. The significance of the study is that it characterizes the lung segmentation sensitivity of the 4DCT-ventilation process and develops methods that can facilitate the integration of this novel imaging in busy clinics.
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Affiliation(s)
- Yingxuan Chen
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | | | - Taindra Neupane
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | | | - Edward Castillo
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, Georgia
| | - Yevgeniy Vinogradskiy
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.
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McClymont E, Atkinson A, Albert A, Av-Gay G, Andrade J, Barrett J, Bogler T, Boucoiran I, Castillo E, D'Souza R, El-Chaâr D, Fadel S, Fell DB, Korchinski I, Kuret V, Ogilvie G, Poliquin V, Sadarangani M, Scott H, Snelgrove JW, Tunde-Byass M, Money D. Reactogenicity, pregnancy outcomes, and SARS-CoV-2 infection following COVID-19 vaccination during pregnancy in Canada: A national prospective cohort study. Vaccine 2023; 41:7183-7191. [PMID: 37865598 DOI: 10.1016/j.vaccine.2023.10.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 10/09/2023] [Accepted: 10/13/2023] [Indexed: 10/23/2023]
Abstract
OBJECTIVE To describe self-reported reactogenicity, pregnancy outcomes, and SARS-CoV-2 infection following COVID-19 vaccination during pregnancy. DESIGN National, prospective cohort study. SETTING Participants across Canada were enrolled from July 2021 until June 2022. POPULATION Individuals pregnant during the COVID-19 pandemic, regardless of vaccination status, were included. METHODS The Canadian COVID-19 Vaccine Registry for Pregnant and Lactating Individuals (COVERED) was advertised through traditional and social media. Surveys were administered at baseline, following each vaccine dose if vaccinated, pregnancy conclusion, and every two months for 14 months. Changes to pregnancy or vaccination status, SARS-CoV-2 infections, or significant health events were recorded. MAIN OUTCOME MEASURES Reactogenicity (local and systemic adverse events, and serious adverse events) within 1 week post-vaccination, pregnancy and neonatal outcomes, and subsequent SARS-CoV-2 infection. RESULTS Among 2868 participants who received 1-2 doses of a COVID-19 vaccine during pregnancy, adverse events described included: headache (19.5-33.9%), nausea (4.8-13.8%), fever (2.7-10.2%), and myalgia (33.4-42.2%). Reactogenicity was highest after the 2nd dose of vaccine in pregnancy. Compared to 1660 unvaccinated participants, there were no statistically significant differences in adverse pregnancy or infant outcomes, aside from an increased risk of NICU admission ≥ 24 h among the unvaccinated group. During follow-up, there was a higher rate of participant-reported SARS-CoV-2 infection in the unvaccinated compared to the vaccinated group (18[47.4%] vs. 786[27.3%]). CONCLUSIONS Participant-reported reactogenicity was similar to reports from non-pregnant adults. There was no increase in adverse pregnancy and birth outcomes among vaccinated vs. unvaccinated participants and lower rates of SARS-CoV-2 infection were reported in vaccinated participants. TWEETABLE ABSTRACT No significant increase in adverse pregnancy or infant outcomes among vaccinated versus unvaccinated pregnant women in Canada.
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Affiliation(s)
- E McClymont
- Department of Obstetrics & Gynecology, University of British Columbia, Vancouver, Canada
| | - A Atkinson
- Department of Obstetrics & Gynecology, University of British Columbia, Vancouver, Canada
| | - A Albert
- Women's Health Research Institute, Vancouver, Canada
| | - G Av-Gay
- Department of Obstetrics & Gynecology, University of British Columbia, Vancouver, Canada
| | - J Andrade
- Women's Health Research Institute, Vancouver, Canada
| | - J Barrett
- Department of Obstetrics & Gynecology, McMaster University, Hamilton, Canada
| | - T Bogler
- Department of Family & Community Medicine, University of Toronto, Toronto, Canada
| | - I Boucoiran
- Department of Obstetrics & Gynecology and School of Public Health, Université de Montréal, Montreal, Canada
| | - E Castillo
- Department of Obstetrics & Gynecology, University of Calgary, Calgary, Canada
| | - R D'Souza
- Department of Obstetrics & Gynecology, University of Toronto, Toronto, Canada
| | - D El-Chaâr
- Department of Obstetrics & Gynecology, University of Ottawa, Ottawa, Canada
| | - S Fadel
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - D B Fell
- School of Epidemiology & Public Health, University of Ottawa, Ottawa, Canada
| | - I Korchinski
- Women's Health Research Institute, Vancouver, Canada
| | - V Kuret
- Department of Obstetrics & Gynecology, University of Calgary, Calgary, Canada
| | - G Ogilvie
- School of Population & Public Health, University of British Columbia, Vancouver, Canada
| | - V Poliquin
- Department of Obstetrics, Gynecology, & Reproductive Sciences, University of Manitoba, Winnipeg, Canada
| | - M Sadarangani
- Vaccine Evaluation Center, BC Children's Hospital Research Institute, Vancouver, Canada
| | - H Scott
- Department of Obstetrics & Gynecology, Dalhousie University, Halifax, Canada
| | - J W Snelgrove
- Department of Obstetrics & Gynecology, University of Toronto, Toronto, Canada
| | - M Tunde-Byass
- Department of Obstetrics & Gynecology, University of Toronto, Toronto, Canada
| | - D Money
- Department of Obstetrics & Gynecology, University of British Columbia, Vancouver, Canada; Women's Health Research Institute, Vancouver, Canada.
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Lombardo J, Castillo E, Castillo R, Miller RC, Jones BL, Miften M, Kavanagh BD, Dicker AP, Boyle C, Simone NL, Movsas B, Grills IS, Guerrero TM, Rusthoven CG, Vinogradskiy Y. Comprehensive Quality of Life Report from a Prospective Clinical Trial of 4DCT-Ventilation Functional Lung Avoidance Radiation Therapy. Int J Radiat Oncol Biol Phys 2023; 117:S67-S68. [PMID: 37784550 DOI: 10.1016/j.ijrobp.2023.06.372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Functional imaging has been developed that uses 4DCT images and image processing to generate lung ventilation maps (4DCT-ventilation). 4DCT-ventilation functional avoidance uses 4DCT-images to generate plans that avoid functional regions of the lung with the goal of reducing pulmonary toxicity. A 4DCT-ventilation functional avoidance, phase II, multi-center clinical trial was completed, and patient reported outcomes (PRO) measured. PROs are an essential measure of quality-of-life following radiotherapy. The purpose of this work is to quantify PRO changes for lung cancer patients treated with functional avoidance and to compare PROs against clinical pneumonitis. MATERIALS/METHODS Patients with locally advanced lung cancer receiving curative intent radiotherapy (prescriptions of 45-75 Gy) and chemotherapy were accrued. Each patient had a 4DCT-ventilation image generated using 4DCT data. Favorable arc geometry and optimization techniques were used to generate functional avoidance plans. PRO instruments included the Functional Assessment of Cancer Therapy Lung (FACT-L) questionnaire and the Visual Analog Scale (VAS) administered pre-treatment and 3-, 6-, and 12-months post-treatment to gather data on physical, social, emotional, functional, and pulmonary well-being. The percentage of patients with clinically significant decline was calculated using the FACT-TOI (Trial Outcome Index), FACT-LCS (Lung Cancer Subscale), and VAS instruments. To evaluate the correlation between PROs and clinical toxicity, the percentage of clinically significant FACT-LCS decline was compared (Chi-square test) for patients who did or did not experience grade 2+ pneumonitis. RESULTS Fifty-nine patients completed baseline PRO surveys. Median age was 65, 83% of patients had non-small-cell lung cancer, with 75% having stage III disease. Clinically significant FACT-TOI decline at, 3, 6, and 12 months was 46.3%, 38.5%, and 26.8%, respectively. The percentage of patients with clinically significant FACT-LCS decline was 33.3%, 33.3%, and 29.3%, at 3 months, 6 months, and 12 months, respectively. The percentage of patients with clinically significant VAS decline at 3, 6, and 12 months was 18.9%, 20.0%, and 18.6%, respectively. Patients who experienced grade 2+ pneumonitis had a greater percentage of clinically significant decline at all time-points with the results reaching significance (p = 0.045) at 6 months. CONCLUSION The study presents the first comprehensive evaluation of PROs for patients treated with 4DCT-ventilation functional avoidance. The data show that 20-40% of patients had clinically significant decline and that PROs had a strong correlation with pneumonitis. The PRO data demonstrate that functional avoidance results in low rates of patient reported outcome clinical decline and provide seminal results to be used in phase III studies.
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Affiliation(s)
- J Lombardo
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
| | - E Castillo
- University of Texas at Austin, Austin, TX
| | - R Castillo
- Department of Radiation Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | - R C Miller
- Department of Radiation Oncology, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, PA
| | - B L Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - M Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - B D Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - A P Dicker
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
| | - C Boyle
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
| | - N L Simone
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
| | - B Movsas
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI
| | - I S Grills
- Department of Radiation Oncology, Corewell Health William Beaumont University Hospital, Royal Oak, MI
| | | | - C G Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - Y Vinogradskiy
- Department of Radiation Oncology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
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6
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Ghassemi N, Castillo R, Castillo E, Jones BL, Miften M, Kavanagh B, Werner-Wasik M, Miller R, Barta JA, Grills I, Leiby BE, Guerrero T, Rusthoven CG, Vinogradskiy Y. Evaluation of variables predicting PFT changes for lung cancer patients treated on a prospective 4DCT-ventilation functional avoidance clinical trial. Radiother Oncol 2023; 187:109821. [PMID: 37516361 PMCID: PMC10529225 DOI: 10.1016/j.radonc.2023.109821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/09/2023] [Accepted: 07/18/2023] [Indexed: 07/31/2023]
Abstract
PURPOSE Functional avoidance radiotherapy uses functional imaging to reduce pulmonary toxicity by designing radiotherapy plans that reduce doses to functional regions of the lung. A phase-II, multi-center, prospective study of 4DCT-ventilation functional avoidance was completed. Pre and post-treatment pulmonary function tests (PFTs) were acquired and assessed pulmonary function change. This study aims to evaluate which clinical, dose and dose-function factors predict PFT changes for patients treated with 4DCT-ventilation functional avoidance radiotherapy. MATERIALS AND METHODS 56 patients with locally advanced lung cancer receiving radiotherapy were accrued. PFTs were obtained at baseline and three months following radiotherapy and included forced expiratory volume in 1-second (FEV1), forced vital capacity (FVC), and FEV1/FVC. The ability of patient, clinical, dose (lung and heart), and dose-function metrics (metrics that combine dose and 4DCT-ventilation-based function) to predict PFT changes were evaluated using univariate and multivariate linear regression. RESULTS Univariate analysis showed that only dose-function metrics and the presence of chronic obstructive pulmonary disease (COPD) were significant (p<0.05) in predicting FEV1 decline. Multivariate analysis identified a combination of clinical (immunotherapy status, presence of thoracic comorbidities, smoking status, and age), along with lung dose, heart dose, and dose-function metrics in predicting FEV1 and FEV1/FVC changes. CONCLUSION The current work evaluated factors predicting PFT changes for patients treated in a prospective functional avoidance radiotherapy study. The data revealed that lung dose- function metrics could predict PFT changes, validating the significance of reducing the dose to the functional lung to mitigate the decline in pulmonary function and providing guidance for future clinical trials.
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Affiliation(s)
- Nader Ghassemi
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA.
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | | | - Bernard L Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Brian Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Maria Werner-Wasik
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Ryan Miller
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Julie A Barta
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Benjamin E Leiby
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA.
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Chad G Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Yevgeniy Vinogradskiy
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, USA.
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7
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Giolando P, Kakaletsis S, Zhang X, Weickenmeier J, Castillo E, Dortdivanlioglu B, Rausch MK. AI-dente: an open machine learning based tool to interpret nano-indentation data of soft tissues and materials. Soft Matter 2023; 19:6710-6720. [PMID: 37622379 PMCID: PMC10499084 DOI: 10.1039/d3sm00402c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 08/10/2023] [Indexed: 08/26/2023]
Abstract
Nano-indentation is a promising method to identify the constitutive parameters of soft materials, including soft tissues. Especially when materials are very small and heterogeneous, nano-indentation allows mechanical interrogation where traditional methods may fail. However, because nano-indentation does not yield a homogeneous deformation field, interpreting the resulting load-displacement curves is non-trivial and most investigators resort to simplified approaches based on the Hertzian solution. Unfortunately, for small samples and large indentation depths, these solutions are inaccurate. We set out to use machine learning to provide an alternative strategy. We first used the finite element method to create a large synthetic data set. We then used these data to train neural networks to inversely identify material parameters from load-displacement curves. To this end, we took two different approaches. First, we learned the indentation forward problem, which we then applied within an iterative framework to identify material parameters. Second, we learned the inverse problem of directly identifying material parameters. We show that both approaches are effective at identifying the parameters of the neo-Hookean and Gent models. Specifically, when applied to synthetic data, our approaches are accurate even for small sample sizes and at deep indentation. Additionally, our approaches are fast, especially compared to the inverse finite element approach. Finally, our approaches worked on unseen experimental data from thin mouse brain samples. Here, our approaches proved robust to experimental noise across over 1000 samples. By providing open access to our data and code, we hope to support others that conduct nano-indentation on soft materials.
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Affiliation(s)
- Patrick Giolando
- The University of Texas at Austin, Department of Biomedical Engineering, USA
| | - Sotirios Kakaletsis
- The University of Texas at Austin, Department of Aerospace Engineering & Engineering Mechanics, USA
| | - Xuesong Zhang
- Stevens Institute of Technology, Department of Mechanical Engineering, USA
| | | | - Edward Castillo
- The University of Texas at Austin, Department of Biomedical Engineering, USA
| | - Berkin Dortdivanlioglu
- The University of Texas at Austin, Department of Civil, Environmental, and Architectural Engineering, USA.
- The University of Texas at Austin, Oden Institute for Computational Engineering and Sciences, USA
| | - Manuel K Rausch
- The University of Texas at Austin, Department of Biomedical Engineering, USA
- The University of Texas at Austin, Department of Aerospace Engineering & Engineering Mechanics, USA
- The University of Texas at Austin, Department of Mechanical Engineering, USA
- The University of Texas at Austin, Oden Institute for Computational Engineering and Sciences, USA
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8
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Zakem SJ, Jones B, Castillo R, Castillo E, Miften M, Goodman KA, Schefter T, Olsen J, Vinogradskiy Y. Cardiac metabolic changes on 18 F-positron emission tomography after thoracic radiotherapy predict for overall survival in esophageal cancer patients. J Appl Clin Med Phys 2023; 24:e13552. [PMID: 35243772 PMCID: PMC10476995 DOI: 10.1002/acm2.13552] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/04/2022] [Accepted: 01/19/2022] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Heart doses have been shown to be predictive of cardiac toxicity and overall survival (OS) for esophageal cancer patients. There is potential for functional imaging to provide valuable cardiac information. The purpose of this study was to evaluate the cardiac metabolic dose-response using 18 F-deoxyglucose (FDG)-PET and to assess whether standard uptake value (SUV) changes in the heart were predictive of OS. METHODS Fifty-one patients with esophageal cancer treated with radiation who underwent pre- and post-treatment FDG-PET scans were retrospectively evaluated. Pre- and post-treatment PET-scans were rigidly registered to the planning CT for each patient. Pre-treatment to post-treatment absolute mean SUV (SUVmean) changes in the heart were calculated to assess dose-response. A dose-response curve was generated by binning each voxel in the heart into 10 Gy dose-bins and analyzing the SUVmean changes in each dose-bin. Multivariate cox proportional hazard models were used to assess whether pre-to-post treatment cardiac SUVmean changes predicted for OS. RESULTS The cardiac dose-response curve demonstrated a trend of increasing cardiac SUV changes as a function of dose with an average increase of 0.044 SUV for every 10 Gy dose bin. In multivariate analysis, disease stage and SUVmean change in the heart were predictive (p < 0.05) for OS. CONCLUSIONS Changes in pre- to post-treatment cardiac SUV were predictive of OS with patients having a higher pre- to post-treatment cardiac SUV change surviving longer.
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Affiliation(s)
- Sara J Zakem
- Department of Radiation OncologyUniversity of WashingtonSeattleWashingtonUSA
| | - Bernard Jones
- Department of Radiation OncologyUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Richard Castillo
- Department of Radiation OncologyEmory UniversityAtlantaGeorgiaUSA
| | - Edward Castillo
- Department of Radiation OncologyBeaumont HealthRoyal OakMichiganUSA
| | - Moyed Miften
- Department of Radiation OncologyUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Karyn A Goodman
- Department of Radiation OncologyMount SinaiNew YorkNew YorkUSA
| | - Tracey Schefter
- Department of Radiation OncologyUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Jeffrey Olsen
- Department of Radiation OncologyUniversity of Colorado School of MedicineAuroraColoradoUSA
| | - Yevgeniy Vinogradskiy
- Department of Radiation OncologyThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
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Lin LC, McIntyre BB, McIntyre K, Castillo E, Subramony R, Kreshak A. Use of Hotels as a Disposition Alternative to Hospital Admission for Undomiciled Patients Undergoing SARS-CoV-2 Testing. West J Emerg Med 2023; 24:431-435. [PMID: 37278804 DOI: 10.5811/westjem.57639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 02/03/2023] [Indexed: 06/07/2023] Open
Abstract
INTRODUCTION The coronavirus 2019 (COVID-19) pandemic has presented various unprecedented challenges to healthcare systems globally, prompting society to adopt new preventative strategies to curb spread of the disease. Those experiencing homelessness have been particularly impacted because of barriers to practicing social distancing, inability to isolate, and poor access to care. Project Roomkey was established in California as a statewide measure to provide non-congregate shelter options for individuals experiencing homelessness to properly quarantine. On goal in this study was to analyze the effectiveness of hotel rooms as a safe disposition alternative to hospital admission for patients experiencing homelessness and who were also positive for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). METHODS This was a retrospective, observational study that included chart review of patients who were discharged to the hotel from March 2020-December 2021. We recorded demographic information, index visit details, number of emergency department (ED) visits both a month prior to and following the index visit, admission rates, and number of deaths. RESULTS During this 21-month study period, a total of 2,015 patients who identified as undomiciled were tested for SARS-COV-2 in the ED for various reasons. Of those patients, 83 were discharged from the ED to the hotel. Of the 83 patients, 40 (48.2%) ultimately tested positive for SARS-CoV-2 during their index visit. Two patients returned to the ED within seven days with COVID-19-related symptoms, and 10 patients within 30 days. Two patients required subsequent admission with COVID-19 pneumonia. No deaths were recorded within the 30-day follow-up period. CONCLUSION The availability of a hotel served as a safe alternative to hospital admission for patients experiencing homelessness and who were either suspected or confirmed to have COVID-19. It is reasonable to consider similar measures in the management of other transmissible diseases for patients experiencing homelessness who require isolation.
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Affiliation(s)
- Lucia C Lin
- University of California San Diego School of Medicine, San Diego, California
| | - Brendan B McIntyre
- University of California San Diego School of Medicine, San Diego, California
| | - Kaitlin McIntyre
- University of San Diego, Department of Emergency Medicine, San Diego, California
| | - Edward Castillo
- University of San Diego, Department of Emergency Medicine, San Diego, California
| | - Rachna Subramony
- University of San Diego, Department of Emergency Medicine, San Diego, California
| | - Allyson Kreshak
- University of San Diego, Department of Emergency Medicine, San Diego, California
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Nunez J, Corroon J, Vilke G, Castillo E, Alfaraj DN, Coyne CJ. Perceptions and Practices of Cannabis Use Among Emergency Department Patients. J Emerg Med 2023; 64:543-554. [PMID: 37032203 DOI: 10.1016/j.jemermed.2023.02.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 02/06/2023] [Accepted: 02/17/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND Nationally, in states where cannabis has been legalized, increases in cannabis-related hospitalizations and emergency department (ED) visits have also been observed. OBJECTIVES This study aims to: 1) Describe the sociodemographic characteristics of cannabis users presenting to two academic EDs in California; 2) Assess cannabis-related behaviors; 3) Assess perceptions of cannabis; 4) Identify and describe reasons for cannabis-related ED utilization. METHODS This is a cross-sectional study of patients visiting one of two academic EDs between February 16, 2018 and November 21, 2020. Eligible participants completed a novel questionnaire developed by the authors. Basic descriptive statistics, Pearson correlation coefficients, and logistic regression were used for statistical analysis of responses. RESULTS The questionnaire was completed by 2577 patients. A quarter were categorized as Current Users (n = 628, 24.4%). Current, Regular Users were evenly divided across gender, were relatively younger (18-34 years, 48.1%), and were largely non-Hispanic Caucasian. Over half of all respondents believed that the use of cannabis was less harmful than tobacco or alcohol use (n = 1537, 59.6%). One in five Current Users (n = 123, 19.8%) reported driving while using cannabis in the past month. A small proportion (n = 24, 3.9%) of Current Users reported ever visiting the ED for a cannabis-related chief complaint. CONCLUSIONS Overall, many ED patients are currently using cannabis; few report utilizing the ED due to cannabis-related problems. Current, Irregular Users may represent the ideal target group for ED-based educational efforts aimed at improving knowledge of safe cannabis use.
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Affiliation(s)
- Jason Nunez
- Department of Emergency Medicine, University of California San Diego, San Diego, California
| | - Jamie Corroon
- Department of Family Medicine, University of California San Diego, San Diego, California; Helfgott Research Institute, National University of Natural Medicine, Portland, Oregon
| | - Gary Vilke
- Department of Emergency Medicine, University of California San Diego, San Diego, California
| | - Edward Castillo
- Department of Emergency Medicine, University of California San Diego, San Diego, California
| | - Dunya N Alfaraj
- King Fahd Hospital, Imam Abdulrahman Bin Faisal University, Al Khobar, Eastern, Saudi Arabia
| | - Christopher J Coyne
- Department of Emergency Medicine, University of California San Diego, San Diego, California
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Miller R, Castillo R, Castillo E, Jones BL, Miften M, Kavanagh B, Lu B, Werner-Wasik M, Ghassemi N, Lombardo J, Barta J, Grills I, Rusthoven CG, Guerrero T, Vinogradskiy Y. Characterizing Pulmonary Function Test Changes for Patients With Lung Cancer Treated on a 2-Institution, 4-Dimensional Computed Tomography-Ventilation Functional Avoidance Prospective Clinical Trial. Adv Radiat Oncol 2023; 8:101133. [PMID: 36618762 PMCID: PMC9816902 DOI: 10.1016/j.adro.2022.101133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 11/17/2022] [Indexed: 12/05/2022] Open
Abstract
Purpose Four-dimensional computed tomography (4DCT)-ventilation-based functional avoidance uses 4DCT images to generate plans that avoid functional regions of the lung with the goal of reducing pulmonary toxic effects. A phase 2, multicenter, prospective study was completed to evaluate 4DCT-ventilation functional avoidance radiation therapy. The purpose of this study was to report the results for pretreatment to posttreatment pulmonary function test (PFT) changes for patients treated with functional avoidance radiation therapy. Methods and Materials Patients with locally advanced lung cancer receiving chemoradiation were accrued. Functional avoidance plans based on 4DCT-ventilation images were generated. PFTs were obtained at baseline and 3 months after chemoradiation. Differences for PFT metrics are reported, including diffusing capacity for carbon monoxide (DLCO), forced expiratory volume in 1 second (FEV1), and forced vital capacity (FVC). PFT metrics were compared for patients who did and did not experience grade 2 or higher pneumonitis. Results Fifty-six patients enrolled on the study had baseline and posttreatment PFTs evaluable for analysis. The mean change in DLCO, FEV1, and FVC was -11.6% ± 14.2%, -5.6% ± 16.9%, and -9.0% ± 20.1%, respectively. The mean change in DLCO was -15.4% ± 14.4% for patients with grade 2 or higher radiation pneumonitis and -10.8% ± 14.1% for patients with grade <2 radiation pneumonitis (P = .37). The mean change in FEV1 was -14.3% ± 22.1% for patients with grade 2 or higher radiation pneumonitis and -3.9% ± 15.4% for patients with grade <2 radiation pneumonitis (P = .09). Conclusions The current work is the first to quantitatively characterize PFT changes for patients with lung cancer treated on a prospective functional avoidance radiation therapy study. In comparison with patients treated with standard thoracic radiation planning, the data qualitatively show that functional avoidance resulted in less of a decline in DLCO and FEV1. The presented data can help elucidate the potential pulmonary function improvement with functional avoidance radiation therapy.
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Affiliation(s)
- Ryan Miller
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, Georgia
| | - Edward Castillo
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Bernard L. Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Brian Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Bo Lu
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Maria Werner-Wasik
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Nader Ghassemi
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Joseph Lombardo
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Julie Barta
- Department of Thoracic Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Chad G. Rusthoven
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Yevgeniy Vinogradskiy
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
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Forghani F, Castillo R, Castillo E, PhD BJ, Rusthoven C, Kwak J, Moiseenko V, Grills I, Miften M, Vinogradskiy Y, Guerrero T. Is individual perfusion dose-response different than ventilation dose-response for lung cancer patients treated with radiotherapy? Br J Radiol 2023; 96:20220119. [PMID: 36633096 PMCID: PMC9975372 DOI: 10.1259/bjr.20220119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 08/18/2022] [Accepted: 11/18/2022] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVE Current ventilation and perfusion dose-response studies focus on single-modalities (ventilation or perfusion) and perform pulmonary-toxicity assessment related to radiotherapy on a population-based basis. This study aims at quantitative and clinical evaluation of intrapatient differences between ventilation and perfusion dose-responses among lung cancer patients treated with radiotherapy. METHODS 20 patients enrolled on a prospective functional avoidance protocol underwent single photon emission computed tomography-CT ventilation and perfusion scans pre- and post-radiotherapy. Relative changes in pre- to post-treatment ventilation and perfusion in lung regions receiving ≥20 Gy were calculated. In addition, the slopes of the linear fit to the relative ventilation and perfusion changes in regions receiving 0-60 Gy were calculated. A radiologist read and assigned a functional defect score to pre- and post-treatment ventilation/perfusion scans. RESULTS 25% of patients had a difference >35% between ventilation and perfusion pre- to post-treatment changes and 20-30% of patients had opposite directions for ventilation and perfusion pre- to post-treatment changes. Using a semi-quantitative scale, radiologist assessment showed that 20% of patients had different pre- to post-treatment ventilation changes when compared to pre- to post-treatment perfusion changes. CONCLUSION Our data showed that ventilation dose-response can differ from perfusion dose-response for 20-30% of patients. Therefore, when performing thoracic dose-response in cancer patients, it is insufficient to look at ventilation or perfusion alone; but rather both modes of functional imaging may be needed when predicting for clinical outcomes. ADVANCES IN KNOWLEDGE The significance of this study can be highlighted by the differences between the intrapatient dose-response assessments of this analysis compared to existing population-based dose-response analyses. Elucidating intrapatient ventilation and perfusion dose-response differences may be valuable in predicting pulmonary toxicity in lung cancer patients post-radiotherapy.
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Affiliation(s)
| | | | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan, United States
| | - Bernard Jones PhD
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - Chad Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | - Jennifer Kwak
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO
| | - Vitali Moiseenko
- Department of Radiation Medicine and Applies Sciences, University of California San Diego, San Diego, CA
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan, United States
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO
| | | | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan, United States
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Kaur S, Larsen E, Harper J, Purandare B, Uluer A, Hasdianda MA, Umale N, Killeen J, Castillo E, Jariwala S. Development and validation of a respiratory-responsive vocal biomarker-based tool for generalizable detection of respiratory impairment: independent case-control studies in multiple respiratory conditions including asthma, chronic obstructive pulmonary disease, and COVID-19. J Med Internet Res 2023; 25:e44410. [PMID: 36881540 PMCID: PMC10131712 DOI: 10.2196/44410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 02/27/2023] [Accepted: 02/28/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND Vocal biomarker-based machine learning approaches have shown promising results in detecting various health conditions, including respiratory diseases such as asthma. In this study, we aim to validate a respiratory-responsive vocal-biomarker (RRVB) platform initially trained on an asthma and healthy volunteer dataset for its ability to differentiate, without modification, active COVID-19 infection vs. healthy volunteers in patients presenting to hospitals in the US and India. OBJECTIVE The objective of this study was to determine whether the RRVB model can differentiate patients with active COVID-19 infection vs. asymptomatic healthy volunteers by assessing its sensitivity, specificity, and odds ratio. Another objective was to evaluate whether the RRVB model outputs correlate with symptom severity in COVID-19. METHODS A logistic regression model using a weighted sum of voice acoustic features was previously trained and validated on a dataset of about 1,700 patients with a confirmed asthma diagnosis vs. a similar number of healthy controls. The same model has shown generalizability to patients with chronic obstructive pulmonary disease (COPD), interstitial lung disease (ILD), and cough. In the present study, a total of 497 participants (46% male, 54% female; 94% < 65 years, 6% >= 65 years; 51% Marathi, 45% English, 5% Spanish speakers) were enrolled across four clinical sites in US and India and provided voice samples and symptom reports on their personal smartphones. The participants included symptomatic COVID-19 positive and negative patients as well as asymptomatic healthy volunteers. The RRVB model performance was assessed by comparison with clinical diagnosis of COVID-19 confirmed by RT-PCR. RESULTS The RRVB model's ability to differentiate patients with respiratory conditions vs. healthy controls was previously demonstrated on validation data in asthma, COPD, ILD and cough with odds ratios of 4.3, 9.1, 3.1, and 3.9 respectively. The same RRVB model in the present study in COVID-19 performed with a sensitivity of 73.2%, specificity of 62.9%, and odds ratio of 4.64 (p<0.0001). Patients experiencing respiratory symptoms were detected more frequently than those not experiencing respiratory symptoms and completely asymptomatic patients (78.4% vs. 67.4% vs. 68.0%). CONCLUSIONS The RRVB model has shown good generalizability across respiratory conditions, geographies, and language. Results in COVID-19 demonstrate its meaningful potential to serve as a pre-screening tool for identifying subjects at risk for COVID-19 infection in combination with temperature and symptom reports. Although not a COVID-19 test, these results suggest that the RRVB model could encourage targeted testing. Moreover, the generalizability of this model for detecting respiratory symptoms across different linguistic and geographic contexts suggests a potential path to development and validation of voice-based tools for broader disease surveillance and monitoring applications in the future. CLINICALTRIAL ClinicalTrials.gov (NCT04582331.
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Affiliation(s)
- Savneet Kaur
- Montefiore Medical Center, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, US
| | | | | | | | | | | | | | | | | | - Sunit Jariwala
- Montefiore Medical Center, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, US
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Diaz M, Camargo L, Rojas A, Castillo E, Tavera L, López N, Ramos E, Porto M. Cognitive alterations in patients with alterations in sleep architecture in a court of Colombian patients. Sleep Med 2022. [DOI: 10.1016/j.sleep.2022.05.136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Nourzadeh H, Castillo R, Castillo E, Jones B, Miften M, Kavanagh B, Lu B, Werner-Wasik M, Grills I, Guerrero T, Rusthoven C, Vinogradskiy Y. Pneumonitis Prediction Modeling of a Prospective 4DCT-Ventilation Functional Avoidance Clinical Trial. Int J Radiat Oncol Biol Phys 2022. [DOI: 10.1016/j.ijrobp.2022.07.444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Cox D, Subramony R, Supat B, Brennan J, Hsia R, Castillo E. Geriatric Falls: Patient Characteristics Associated with Emergency Department Revisits. West J Emerg Med 2022; 23:734-738. [PMID: 36205659 PMCID: PMC9541984 DOI: 10.5811/westjem.2022.6.55666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Falls are the leading cause of traumatic injury among elderly adults in the United States, which represents a significant source of morbidity and leads to exorbitant healthcare costs. The purpose of this study was to characterize elderly fall patients and identify risk factors associated with seven-day emergency department (ED) revisits. Methods This was a multicenter, retrospective, longitudinal cohort study using non-public data from 321 licensed, nonfederal, general, and acute care hospitals in California obtained from the Department of Healthcare Access and Information from January 1–December 31, 2017. Included were patients 65 and older who had a fall-related ED visit identified by International Classification of Diseases codes W00x to W19x. Primary outcome was a return visit to the ED within a seven-day window following the index encounter. Demographics collected included age, gender, ethnicity/race, patient payer status, Charlson Comorbidity Index (CCI), psychiatric diagnoses, and alcohol/substance use disorder diagnoses. We performed multivariate logistic regression to identify characteristics associated with seven-day ED revisit. Results We identified a total of 2,758,295 ED visits during the study period with 347,233 (12.6%) visits corresponding to fall-related injuries. After applying exclusion criteria, 242,572 index ED visits were identified, representing 206,612 patients. Of these, 24,114 (11.7%) patients returned to an ED within seven days (revisit). Within this revisit population, 6,161 (22.6%) presented to a facility that was distinct from their index visit, and 4,970 (18.2%) were ultimately discharged with the same primary diagnosis as their index visit. Characteristics with the largest independent associations with a seven-day ED revisit were presence of a psychiatric diagnosis (odds ratio [OR] 1.75; 95% confidence interval [CI] 1.69 to 1.80), presence of an alcohol or substance use disorder (OR 1.70; 95% CI 1.64 to 1.78), and CCI ≥ 3 (OR 2.79; 95% CI 2.68 to 2.90). Conclusion In this study we identified 24,114 elderly fall patients who experienced a seven-day ED revisit. Patients with multiple comorbidities, a substance use disorder, or a psychiatric diagnosis exhibited increased odds of experiencing a return visit to the ED within seven days of a fall-related index visit. These findings will help target at-risk elderly fall patients who may benefit from preventative multidisciplinary intervention during index ED visits to reduce ED revisits.
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Affiliation(s)
- Dustin Cox
- University of California, San Diego, School of Medicine, San Diego, California
| | - Rachna Subramony
- University of California, San Diego, Department of Emergency Medicine, San Diego, California
| | - Ben Supat
- University of California, San Diego, Department of Emergency Medicine, San Diego, California
| | - Jesse Brennan
- University of California, San Diego, Department of Emergency Medicine, San Diego, California
| | - Renee Hsia
- University of California, San Francisco, Department of Emergency Medicine, San Francisco, California; University of California, San Francisco, Philip R. Lee Institute for Health Policy Studies, San Francisco, California
| | - Edward Castillo
- University of California, San Diego, Department of Emergency Medicine, San Diego, California
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Abu-Shawareb H, Acree R, Adams P, Adams J, Addis B, Aden R, Adrian P, Afeyan BB, Aggleton M, Aghaian L, Aguirre A, Aikens D, Akre J, Albert F, Albrecht M, Albright BJ, Albritton J, Alcala J, Alday C, Alessi DA, Alexander N, Alfonso J, Alfonso N, Alger E, Ali SJ, Ali ZA, Alley WE, Amala P, Amendt PA, Amick P, Ammula S, Amorin C, Ampleford DJ, Anderson RW, Anklam T, Antipa N, Appelbe B, Aracne-Ruddle C, Araya E, Arend M, Arnold P, Arnold T, Asay J, Atherton LJ, Atkinson D, Atkinson R, Auerbach JM, Austin B, Auyang L, Awwal AS, Ayers J, Ayers S, Ayers T, Azevedo S, Bachmann B, Back CA, Bae J, Bailey DS, Bailey J, Baisden T, Baker KL, Baldis H, Barber D, Barberis M, Barker D, Barnes A, Barnes CW, Barrios MA, Barty C, Bass I, Batha SH, Baxamusa SH, Bazan G, Beagle JK, Beale R, Beck BR, Beck JB, Bedzyk M, Beeler RG, Beeler RG, Behrendt W, Belk L, Bell P, Belyaev M, Benage JF, Bennett G, Benedetti LR, Benedict LX, Berger R, Bernat T, Bernstein LA, Berry B, Bertolini L, Besenbruch G, Betcher J, Bettenhausen R, Betti R, Bezzerides B, Bhandarkar SD, Bickel R, Biener J, Biesiada T, Bigelow K, Bigelow-Granillo J, Bigman V, Bionta RM, Birge NW, Bitter M, Black AC, Bleile R, Bleuel DL, Bliss E, Bliss E, Blue B, Boehly T, Boehm K, Boley CD, Bonanno R, Bond EJ, Bond T, Bonino MJ, Borden M, Bourgade JL, Bousquet J, Bowers J, Bowers M, Boyd R, Bozek A, Bradley DK, Bradley KS, Bradley PA, Bradley L, Brannon L, Brantley PS, Braun D, Braun T, Brienza-Larsen K, Briggs TM, Britten J, Brooks ED, Browning D, Bruhn MW, Brunner TA, Bruns H, Brunton G, Bryant B, Buczek T, Bude J, Buitano L, Burkhart S, Burmark J, Burnham A, Burr R, Busby LE, Butlin B, Cabeltis R, Cable M, Cabot WH, Cagadas B, Caggiano J, Cahayag R, Caldwell SE, Calkins S, Callahan DA, Calleja-Aguirre J, Camara L, Camp D, Campbell EM, Campbell JH, Carey B, Carey R, Carlisle K, Carlson L, Carman L, Carmichael J, Carpenter A, Carr C, Carrera JA, Casavant D, Casey A, Casey DT, Castillo A, Castillo E, Castor JI, Castro C, Caughey W, Cavitt R, Celeste J, Celliers PM, Cerjan C, Chandler G, Chang B, Chang C, Chang J, Chang L, Chapman R, Chapman T, Chase L, Chen H, Chen H, Chen K, Chen LY, Cheng B, Chittenden J, Choate C, Chou J, Chrien RE, Chrisp M, Christensen K, Christensen M, Christopherson AR, Chung M, Church JA, Clark A, Clark DS, Clark K, Clark R, Claus L, Cline B, Cline JA, Cobble JA, Cochrane K, Cohen B, Cohen S, Collette MR, Collins G, Collins LA, Collins TJB, Conder A, Conrad B, Conyers M, Cook AW, Cook D, Cook R, Cooley JC, Cooper G, Cope T, Copeland SR, Coppari F, Cortez J, Cox J, Crandall DH, Crane J, Craxton RS, Cray M, Crilly A, Crippen JW, Cross D, Cuneo M, Cuotts G, Czajka CE, Czechowicz D, Daly T, Danforth P, Darbee R, Darlington B, Datte P, Dauffy L, Davalos G, Davidovits S, Davis P, Davis J, Dawson S, Day RD, Day TH, Dayton M, Deck C, Decker C, Deeney C, DeFriend KA, Deis G, Delamater ND, Delettrez JA, Demaret R, Demos S, Dempsey SM, Desjardin R, Desjardins T, Desjarlais MP, Dewald EL, DeYoreo J, Diaz S, Dimonte G, Dittrich TR, Divol L, Dixit SN, Dixon J, Dodd ES, Dolan D, Donovan A, Donovan M, Döppner T, Dorrer C, Dorsano N, Douglas MR, Dow D, Downie J, Downing E, Dozieres M, Draggoo V, Drake D, Drake RP, Drake T, Dreifuerst G, DuBois DF, DuBois PF, Dunham G, Dylla-Spears R, Dymoke-Bradshaw AKL, Dzenitis B, Ebbers C, Eckart M, Eddinger S, Eder D, Edgell D, Edwards MJ, Efthimion P, Eggert JH, Ehrlich B, Ehrmann P, Elhadj S, Ellerbee C, Elliott NS, Ellison CL, Elsner F, Emerich M, Engelhorn K, England T, English E, Epperson P, Epstein R, Erbert G, Erickson MA, Erskine DJ, Erlandson A, Espinosa RJ, Estes C, Estabrook KG, Evans S, Fabyan A, Fair J, Fallejo R, Farmer N, Farmer WA, Farrell M, Fatherley VE, Fedorov M, Feigenbaum E, Feit M, Ferguson W, Fernandez JC, Fernandez-Panella A, Fess S, Field JE, Filip CV, Fincke JR, Finn T, Finnegan SM, Finucane RG, Fischer M, Fisher A, Fisher J, Fishler B, Fittinghoff D, Fitzsimmons P, Flegel M, Flippo KA, Florio J, Folta J, Folta P, Foreman LR, Forrest C, Forsman A, Fooks J, Foord M, Fortner R, Fournier K, Fratanduono DE, Frazier N, Frazier T, Frederick C, Freeman MS, Frenje J, Frey D, Frieders G, Friedrich S, Froula DH, Fry J, Fuller T, Gaffney J, Gales S, Le Galloudec B, Le Galloudec KK, Gambhir A, Gao L, Garbett WJ, Garcia A, Gates C, Gaut E, Gauthier P, Gavin Z, Gaylord J, Geissel M, Génin F, Georgeson J, Geppert-Kleinrath H, Geppert-Kleinrath V, Gharibyan N, Gibson J, Gibson C, Giraldez E, Glebov V, Glendinning SG, Glenn S, Glenzer SH, Goade S, Gobby PL, Goldman SR, Golick B, Gomez M, Goncharov V, Goodin D, Grabowski P, Grafil E, Graham P, Grandy J, Grasz E, Graziani F, Greenman G, Greenough JA, Greenwood A, Gregori G, Green T, Griego JR, Grim GP, Grondalski J, Gross S, Guckian J, Guler N, Gunney B, Guss G, Haan S, Hackbarth J, Hackel L, Hackel R, Haefner C, Hagmann C, Hahn KD, Hahn S, Haid BJ, Haines BM, Hall BM, Hall C, Hall GN, Hamamoto M, Hamel S, Hamilton CE, Hammel BA, Hammer JH, Hampton G, Hamza A, Handler A, Hansen S, Hanson D, Haque R, Harding D, Harding E, Hares JD, Harris DB, Harte JA, Hartouni EP, Hatarik R, Hatchett S, Hauer AA, Havre M, Hawley R, Hayes J, Hayes J, Hayes S, Hayes-Sterbenz A, Haynam CA, Haynes DA, Headley D, Heal A, Heebner JE, Heerey S, Heestand GM, Heeter R, Hein N, Heinbockel C, Hendricks C, Henesian M, Heninger J, Henrikson J, Henry EA, Herbold EB, Hermann MR, Hermes G, Hernandez JE, Hernandez VJ, Herrmann MC, Herrmann HW, Herrera OD, Hewett D, Hibbard R, Hicks DG, Hill D, Hill K, Hilsabeck T, Hinkel DE, Ho DD, Ho VK, Hoffer JK, Hoffman NM, Hohenberger M, Hohensee M, Hoke W, Holdener D, Holdener F, Holder JP, Holko B, Holunga D, Holzrichter JF, Honig J, Hoover D, Hopkins D, Berzak Hopkins L, Hoppe M, Hoppe ML, Horner J, Hornung R, Horsfield CJ, Horvath J, Hotaling D, House R, Howell L, Hsing WW, Hu SX, Huang H, Huckins J, Hui H, Humbird KD, Hund J, Hunt J, Hurricane OA, Hutton M, Huynh KHK, Inandan L, Iglesias C, Igumenshchev IV, Izumi N, Jackson M, Jackson J, Jacobs SD, James G, Jancaitis K, Jarboe J, Jarrott LC, Jasion D, Jaquez J, Jeet J, Jenei AE, Jensen J, Jimenez J, Jimenez R, Jobe D, Johal Z, Johns HM, Johnson D, Johnson MA, Gatu Johnson M, Johnson RJ, Johnson S, Johnson SA, Johnson T, Jones K, Jones O, Jones M, Jorge R, Jorgenson HJ, Julian M, Jun BI, Jungquist R, Kaae J, Kabadi N, Kaczala D, Kalantar D, Kangas K, Karasiev VV, Karasik M, Karpenko V, Kasarky A, Kasper K, Kauffman R, Kaufman MI, Keane C, Keaty L, Kegelmeyer L, Keiter PA, Kellett PA, Kellogg J, Kelly JH, Kemic S, Kemp AJ, Kemp GE, Kerbel GD, Kershaw D, Kerr SM, Kessler TJ, Key MH, Khan SF, Khater H, Kiikka C, Kilkenny J, Kim Y, Kim YJ, Kimko J, Kimmel M, Kindel JM, King J, Kirkwood RK, Klaus L, Klem D, Kline JL, Klingmann J, Kluth G, Knapp P, Knauer J, Knipping J, Knudson M, Kobs D, Koch J, Kohut T, Kong C, Koning JM, Koning P, Konior S, Kornblum H, Kot LB, Kozioziemski B, Kozlowski M, Kozlowski PM, Krammen J, Krasheninnikova NS, Kraus B, Krauser W, Kress JD, Kritcher AL, Krieger E, Kroll JJ, Kruer WL, Kruse MKG, Kucheyev S, Kumbera M, Kumpan S, Kunimune J, Kustowski B, Kwan TJT, Kyrala GA, Laffite S, Lafon M, LaFortune K, Lahmann B, Lairson B, Landen OL, Langenbrunner J, Lagin L, Land T, Lane M, Laney D, Langdon AB, Langer SH, Langro A, Lanier NE, Lanier TE, Larson D, Lasinski BF, Lassle D, LaTray D, Lau G, Lau N, Laumann C, Laurence A, Laurence TA, Lawson J, Le HP, Leach RR, Leal L, Leatherland A, LeChien K, Lechleiter B, Lee A, Lee M, Lee T, Leeper RJ, Lefebvre E, Leidinger JP, LeMire B, Lemke RW, Lemos NC, Le Pape S, Lerche R, Lerner S, Letts S, Levedahl K, Lewis T, Li CK, Li H, Li J, Liao W, Liao ZM, Liedahl D, Liebman J, Lindford G, Lindman EL, Lindl JD, Loey H, London RA, Long F, Loomis EN, Lopez FE, Lopez H, Losbanos E, Loucks S, Lowe-Webb R, Lundgren E, Ludwigsen AP, Luo R, Lusk J, Lyons R, Ma T, Macallop Y, MacDonald MJ, MacGowan BJ, Mack JM, Mackinnon AJ, MacLaren SA, MacPhee AG, Magelssen GR, Magoon J, Malone RM, Malsbury T, Managan R, Mancini R, Manes K, Maney D, Manha D, Mannion OM, Manuel AM, Mapoles E, Mara G, Marcotte T, Marin E, Marinak MM, Mariscal C, Mariscal DA, Mariscal EF, Marley EV, Marozas JA, Marquez R, Marshall CD, Marshall FJ, Marshall M, Marshall S, Marticorena J, Martinez D, Maslennikov I, Mason D, Mason RJ, Masse L, Massey W, Masson-Laborde PE, Masters ND, Mathisen D, Mathison E, Matone J, Matthews MJ, Mattoon C, Mattsson TR, Matzen K, Mauche CW, Mauldin M, McAbee T, McBurney M, Mccarville T, McCrory RL, McEvoy AM, McGuffey C, Mcinnis M, McKenty P, McKinley MS, McLeod JB, McPherson A, Mcquillan B, Meamber M, Meaney KD, Meezan NB, Meissner R, Mehlhorn TA, Mehta NC, Menapace J, Merrill FE, Merritt BT, Merritt EC, Meyerhofer DD, Mezyk S, Mich RJ, Michel PA, Milam D, Miller C, Miller D, Miller DS, Miller E, Miller EK, Miller J, Miller M, Miller PE, Miller T, Miller W, Miller-Kamm V, Millot M, Milovich JL, Minner P, Miquel JL, Mitchell S, Molvig K, Montesanti RC, Montgomery DS, Monticelli M, Montoya A, Moody JD, Moore AS, Moore E, Moran M, Moreno JC, Moreno K, Morgan BE, Morrow T, Morton JW, Moses E, Moy K, Muir R, Murillo MS, Murray JE, Murray JR, Munro DH, Murphy TJ, Munteanu FM, Nafziger J, Nagayama T, Nagel SR, Nast R, Negres RA, Nelson A, Nelson D, Nelson J, Nelson S, Nemethy S, Neumayer P, Newman K, Newton M, Nguyen H, Di Nicola JMG, Di Nicola P, Niemann C, Nikroo A, Nilson PM, Nobile A, Noorai V, Nora R, Norton M, Nostrand M, Note V, Novell S, Nowak PF, Nunez A, Nyholm RA, O'Brien M, Oceguera A, Oertel JA, Okui J, Olejniczak B, Oliveira J, Olsen P, Olson B, Olson K, Olson RE, Opachich YP, Orsi N, Orth CD, Owen M, Padalino S, Padilla E, Paguio R, Paguio S, Paisner J, Pajoom S, Pak A, Palaniyappan S, Palma K, Pannell T, Papp F, Paras D, Parham T, Park HS, Pasternak A, Patankar S, Patel MV, Patel PK, Patterson R, Patterson S, Paul B, Paul M, Pauli E, Pearce OT, Pearcy J, Pedrotti B, Peer A, Pelz LJ, Penetrante B, Penner J, Perez A, Perkins LJ, Pernice E, Perry TS, Person S, Petersen D, Petersen T, Peterson DL, Peterson EB, Peterson JE, Peterson JL, Peterson K, Peterson RR, Petrasso RD, Philippe F, Phipps TJ, Piceno E, Ping Y, Pickworth L, Pino J, Plummer R, Pollack GD, Pollaine SM, Pollock BB, Ponce D, Ponce J, Pontelandolfo J, Porter JL, Post J, Poujade O, Powell C, Powell H, Power G, Pozulp M, Prantil M, Prasad M, Pratuch S, Price S, Primdahl K, Prisbrey S, Procassini R, Pruyne A, Pudliner B, Qiu SR, Quan K, Quinn M, Quintenz J, Radha PB, Rainer F, Ralph JE, Raman KS, Raman R, Rambo P, Rana S, Randewich A, Rardin D, Ratledge M, Ravelo N, Ravizza F, Rayce M, Raymond A, Raymond B, Reed B, Reed C, Regan S, Reichelt B, Reis V, Reisdorf S, Rekow V, Remington BA, Rendon A, Requieron W, Rever M, Reynolds H, Reynolds J, Rhodes J, Rhodes M, Richardson MC, Rice B, Rice NG, Rieben R, Rigatti A, Riggs S, Rinderknecht HG, Ring K, Riordan B, Riquier R, Rivers C, Roberts D, Roberts V, Robertson G, Robey HF, Robles J, Rocha P, Rochau G, Rodriguez J, Rodriguez S, Rosen M, Rosenberg M, Ross G, Ross JS, Ross P, Rouse J, Rovang D, Rubenchik AM, Rubery MS, Ruiz CL, Rushford M, Russ B, Rygg JR, Ryujin BS, Sacks RA, Sacks RF, Saito K, Salmon T, Salmonson JD, Sanchez J, Samuelson S, Sanchez M, Sangster C, Saroyan A, Sater J, Satsangi A, Sauers S, Saunders R, Sauppe JP, Sawicki R, Sayre D, Scanlan M, Schaffers K, Schappert GT, Schiaffino S, Schlossberg DJ, Schmidt DW, Schmitt MJ, Schneider DHG, Schneider MB, Schneider R, Schoff M, Schollmeier M, Schölmerich M, Schroeder CR, Schrauth SE, Scott HA, Scott I, Scott JM, Scott RHH, Scullard CR, Sedillo T, Seguin FH, Seka W, Senecal J, Sepke SM, Seppala L, Sequoia K, Severyn J, Sevier JM, Sewell N, Seznec S, Shah RC, Shamlian J, Shaughnessy D, Shaw M, Shaw R, Shearer C, Shelton R, Shen N, Sherlock MW, Shestakov AI, Shi EL, Shin SJ, Shingleton N, Shmayda W, Shor M, Shoup M, Shuldberg C, Siegel L, Silva FJ, Simakov AN, Sims BT, Sinars D, Singh P, Sio H, Skulina K, Skupsky S, Slutz S, Sluyter M, Smalyuk VA, Smauley D, Smeltser RM, Smith C, Smith I, Smith J, Smith L, Smith R, Sohn R, Sommer S, Sorce C, Sorem M, Soures JM, Spaeth ML, Spears BK, Speas S, Speck D, Speck R, Spears J, Spinka T, Springer PT, Stadermann M, Stahl B, Stahoviak J, Stanton LG, Steele R, Steele W, Steinman D, Stemke R, Stephens R, Sterbenz S, Sterne P, Stevens D, Stevers J, Still CB, Stoeckl C, Stoeffl W, Stolken JS, Stolz C, Storm E, Stone G, Stoupin S, Stout E, Stowers I, Strauser R, Streckart H, Streit J, Strozzi DJ, Suratwala T, Sutcliffe G, Suter LJ, Sutton SB, Svidzinski V, Swadling G, Sweet W, Szoke A, Tabak M, Takagi M, Tambazidis A, Tang V, Taranowski M, Taylor LA, Telford S, Theobald W, Thi M, Thomas A, Thomas CA, Thomas I, Thomas R, Thompson IJ, Thongstisubskul A, Thorsness CB, Tietbohl G, Tipton RE, Tobin M, Tomlin N, Tommasini R, Toreja AJ, Torres J, Town RPJ, Townsend S, Trenholme J, Trivelpiece A, Trosseille C, Truax H, Trummer D, Trummer S, Truong T, Tubbs D, Tubman ER, Tunnell T, Turnbull D, Turner 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Lawson Criterion for Ignition Exceeded in an Inertial Fusion Experiment. Phys Rev Lett 2022; 129:075001. [PMID: 36018710 DOI: 10.1103/physrevlett.129.075001] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 06/24/2022] [Accepted: 07/06/2022] [Indexed: 06/15/2023]
Abstract
For more than half a century, researchers around the world have been engaged in attempts to achieve fusion ignition as a proof of principle of various fusion concepts. Following the Lawson criterion, an ignited plasma is one where the fusion heating power is high enough to overcome all the physical processes that cool the fusion plasma, creating a positive thermodynamic feedback loop with rapidly increasing temperature. In inertially confined fusion, ignition is a state where the fusion plasma can begin "burn propagation" into surrounding cold fuel, enabling the possibility of high energy gain. While "scientific breakeven" (i.e., unity target gain) has not yet been achieved (here target gain is 0.72, 1.37 MJ of fusion for 1.92 MJ of laser energy), this Letter reports the first controlled fusion experiment, using laser indirect drive, on the National Ignition Facility to produce capsule gain (here 5.8) and reach ignition by nine different formulations of the Lawson criterion.
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Affiliation(s)
| | - R Acree
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Adams
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Adams
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Addis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Aden
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Adrian
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B B Afeyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Polymath Research Inc., 827 Bonde Court, Pleasanton, California, USA 94566
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- General Atomics, San Diego, California 92186, USA
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- General Atomics, San Diego, California 92186, USA
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
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- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
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- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
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- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Chang
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Chapman
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - T Chapman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Chase
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Chen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Chen
- General Atomics, San Diego, California 92186, USA
| | - K Chen
- General Atomics, San Diego, California 92186, USA
| | - L-Y Chen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Cheng
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Chittenden
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - C Choate
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Chou
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R E Chrien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Chrisp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Christensen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Christensen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A R Christopherson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Chung
- General Atomics, San Diego, California 92186, USA
| | - J A Church
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Clark
- General Atomics, San Diego, California 92186, USA
| | - D S Clark
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Clark
- General Atomics, San Diego, California 92186, USA
| | - R Clark
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Claus
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Cline
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Cline
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Cobble
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Cochrane
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Cohen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Cohen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M R Collette
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Collins
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - L A Collins
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T J B Collins
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Conder
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - B Conrad
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Conyers
- General Atomics, San Diego, California 92186, USA
| | - A W Cook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Cook
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - R Cook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Cooley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G Cooper
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
- University of New Mexico, Department of Nuclear Engineering, MSC01 1120, 1 University of New Mexico, Albuquerque, New Mexico 87131-0001, USA
| | - T Cope
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S R Copeland
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Coppari
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Cortez
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| | - J Cox
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Crandall
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - J Crane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R S Craxton
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Cray
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Crilly
- Imperial College London, Plasma Physics, South Kensington Campus, London, SW7 2AZ, United Kingdom
| | - J W Crippen
- General Atomics, San Diego, California 92186, USA
| | - D Cross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Cuneo
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - G Cuotts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C E Czajka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Czechowicz
- General Atomics, San Diego, California 92186, USA
| | - T Daly
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Danforth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Darbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Darlington
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Datte
- General Atomics, San Diego, California 92186, USA
| | - L Dauffy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Davalos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Davidovits
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Davis
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - J Davis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Dawson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R D Day
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T H Day
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Dayton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Deck
- General Atomics, San Diego, California 92186, USA
| | - C Decker
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Deeney
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - K A DeFriend
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G Deis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N D Delamater
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J A Delettrez
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Demaret
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Demos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Dempsey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Desjardin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Desjardins
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M P Desjarlais
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E L Dewald
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J DeYoreo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Diaz
- General Atomics, San Diego, California 92186, USA
| | - G Dimonte
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T R Dittrich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Divol
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S N Dixit
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Dixon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E S Dodd
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Dolan
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A Donovan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Donovan
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - T Döppner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Dorrer
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - N Dorsano
- General Atomics, San Diego, California 92186, USA
| | - M R Douglas
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Dow
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - J Downie
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Downing
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Dozieres
- General Atomics, San Diego, California 92186, USA
| | - V Draggoo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Drake
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - R P Drake
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- University of Michigan, Climate & Space Research Building, 2455 Hayward Street, Ann Arbor, Michigan 48109-2143, USA
| | - T Drake
- General Atomics, San Diego, California 92186, USA
| | - G Dreifuerst
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D F DuBois
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P F DuBois
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Dunham
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R Dylla-Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A K L Dymoke-Bradshaw
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire OX10 8BD, United Kingdom
| | - B Dzenitis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Ebbers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Eckart
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Eddinger
- General Atomics, San Diego, California 92186, USA
| | - D Eder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Edgell
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M J Edwards
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Efthimion
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - J H Eggert
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Ehrlich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Ehrmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Elhadj
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Ellerbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N S Elliott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C L Ellison
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Elsner
- General Atomics, San Diego, California 92186, USA
| | - M Emerich
- General Atomics, San Diego, California 92186, USA
| | - K Engelhorn
- General Atomics, San Diego, California 92186, USA
| | - T England
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E English
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Epperson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Epstein
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - G Erbert
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M A Erickson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D J Erskine
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Erlandson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Espinosa
- General Atomics, San Diego, California 92186, USA
| | - C Estes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K G Estabrook
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Evans
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Fabyan
- General Atomics, San Diego, California 92186, USA
| | - J Fair
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Fallejo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Farmer
- General Atomics, San Diego, California 92186, USA
| | - W A Farmer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Farrell
- General Atomics, San Diego, California 92186, USA
| | - V E Fatherley
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Fedorov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Feigenbaum
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Feit
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Ferguson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Fernandez
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A Fernandez-Panella
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Fess
- General Atomics, San Diego, California 92186, USA
| | - J E Field
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C V Filip
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Fincke
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T Finn
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - S M Finnegan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R G Finucane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Fischer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Fisher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Fisher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Fishler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Fittinghoff
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | | | - M Flegel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K A Flippo
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Florio
- General Atomics, San Diego, California 92186, USA
| | - J Folta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Folta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L R Foreman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C Forrest
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Forsman
- General Atomics, San Diego, California 92186, USA
| | - J Fooks
- General Atomics, San Diego, California 92186, USA
| | - M Foord
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Fortner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Fournier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D E Fratanduono
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Frazier
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - T Frazier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Frederick
- General Atomics, San Diego, California 92186, USA
| | - M S Freeman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Frenje
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - D Frey
- General Atomics, San Diego, California 92186, USA
| | - G Frieders
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Friedrich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Froula
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Fry
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Fuller
- General Atomics, San Diego, California 92186, USA
| | - J Gaffney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Gales
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - B Le Galloudec
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K K Le Galloudec
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Gambhir
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Gao
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - W J Garbett
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - A Garcia
- General Atomics, San Diego, California 92186, USA
| | - C Gates
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Gaut
- General Atomics, San Diego, California 92186, USA
| | - P Gauthier
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - Z Gavin
- General Atomics, San Diego, California 92186, USA
| | - J Gaylord
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Geissel
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - F Génin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Georgeson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - H Geppert-Kleinrath
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - V Geppert-Kleinrath
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N Gharibyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Gibson
- General Atomics, San Diego, California 92186, USA
| | - C Gibson
- General Atomics, San Diego, California 92186, USA
| | - E Giraldez
- General Atomics, San Diego, California 92186, USA
| | - V Glebov
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S G Glendinning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Glenn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S H Glenzer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - S Goade
- General Atomics, San Diego, California 92186, USA
| | - P L Gobby
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S R Goldman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B Golick
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Gomez
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - V Goncharov
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - D Goodin
- General Atomics, San Diego, California 92186, USA
| | - P Grabowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Grafil
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Graham
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - J Grandy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Grasz
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Graziani
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Greenman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Greenough
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Greenwood
- General Atomics, San Diego, California 92186, USA
| | - G Gregori
- Department of Physics, Clarendon Lab, University of Oxford, Parks Road, Oxford OX1 3PU, United Kingdom
| | - T Green
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Griego
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G P Grim
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Grondalski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Gross
- Gryphon Technologies, 303 Lindbergh Avenue, Livermore, California 94551, USA
| | - J Guckian
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - N Guler
- Spectral Sciences Inc., 4 Fourth Avenue, Burlington, Massachusetts 01803-3304, USA
| | - B Gunney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Guss
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Haan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hackbarth
- General Atomics, San Diego, California 92186, USA
| | - L Hackel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hackel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Haefner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Fraunhofer Institute for Laser Technology ILT, 52066 Aachen, Germany
- RWTH Aachen University, 52066 Aachen, Germany
| | - C Hagmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Hahn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hahn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B J Haid
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B M Haines
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B M Hall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Hall
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - G N Hall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hamamoto
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hamel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C E Hamilton
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B A Hammel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J H Hammer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Hampton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Hamza
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Handler
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hansen
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Hanson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R Haque
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Harding
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - E Harding
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J D Hares
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire OX10 8BD, United Kingdom
| | - D B Harris
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J A Harte
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E P Hartouni
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hatarik
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hatchett
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A A Hauer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Havre
- General Atomics, San Diego, California 92186, USA
| | - R Hawley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hayes
- General Atomics, San Diego, California 92186, USA
| | - J Hayes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Hayes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Hayes-Sterbenz
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C A Haynam
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D A Haynes
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Headley
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A Heal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Heebner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Heerey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G M Heestand
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Heeter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Hein
- General Atomics, San Diego, California 92186, USA
| | - C Heinbockel
- General Atomics, San Diego, California 92186, USA
| | - C Hendricks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Henesian
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Heninger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Henrikson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E A Henry
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E B Herbold
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M R Hermann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Hermes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Hernandez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V J Hernandez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M C Herrmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H W Herrmann
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - O D Herrera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hewett
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hibbard
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D G Hicks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Optical Sciences Centre, Department of Physics and Astronomy, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia
| | - D Hill
- General Atomics, San Diego, California 92186, USA
| | - K Hill
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - T Hilsabeck
- General Atomics, San Diego, California 92186, USA
| | - D E Hinkel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D D Ho
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V K Ho
- General Atomics, San Diego, California 92186, USA
| | - J K Hoffer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N M Hoffman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Hohenberger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hohensee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Hoke
- General Atomics, San Diego, California 92186, USA
| | - D Holdener
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Holdener
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J P Holder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Holko
- General Atomics, San Diego, California 92186, USA
| | - D Holunga
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J F Holzrichter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Honig
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hoover
- General Atomics, San Diego, California 92186, USA
| | - D Hopkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Berzak Hopkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hoppe
- General Atomics, San Diego, California 92186, USA
| | - M L Hoppe
- General Atomics, San Diego, California 92186, USA
| | - J Horner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Hornung
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C J Horsfield
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - J Horvath
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Hotaling
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R House
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Howell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W W Hsing
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S X Hu
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - H Huang
- General Atomics, San Diego, California 92186, USA
| | - J Huckins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Hui
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Humbird
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Hund
- General Atomics, San Diego, California 92186, USA
| | - J Hunt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O A Hurricane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Hutton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K H-K Huynh
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Inandan
- General Atomics, San Diego, California 92186, USA
| | - C Iglesias
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I V Igumenshchev
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - N Izumi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Jackson
- General Atomics, San Diego, California 92186, USA
| | - J Jackson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S D Jacobs
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - G James
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Jancaitis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Jarboe
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L C Jarrott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Jasion
- General Atomics, San Diego, California 92186, USA
| | - J Jaquez
- General Atomics, San Diego, California 92186, USA
| | - J Jeet
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A E Jenei
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Jensen
- General Atomics, San Diego, California 92186, USA
| | - J Jimenez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Jimenez
- General Atomics, San Diego, California 92186, USA
| | - D Jobe
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - Z Johal
- General Atomics, San Diego, California 92186, USA
| | - H M Johns
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D Johnson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M A Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Gatu Johnson
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - R J Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S A Johnson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Johnson
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - K Jones
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - O Jones
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Jones
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R Jorge
- General Atomics, San Diego, California 92186, USA
| | - H J Jorgenson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Julian
- General Atomics, San Diego, California 92186, USA
| | - B I Jun
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Jungquist
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Kaae
- General Atomics, San Diego, California 92186, USA
| | - N Kabadi
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - D Kaczala
- General Atomics, San Diego, California 92186, USA
| | - D Kalantar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Kangas
- General Atomics, San Diego, California 92186, USA
| | - V V Karasiev
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Karasik
- United States Naval Research Laboratory, Plasma Physics Division, 4555 Overlook Avenue SW, Washington, D.C. 20375, USA
| | - V Karpenko
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Kasarky
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - K Kasper
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Kauffman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M I Kaufman
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada 89030, USA
| | - C Keane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Washington State University, Office of Research, P.O. Box 641060, Pullman, Washington 99164-1060, USA
| | - L Keaty
- General Atomics, San Diego, California 92186, USA
| | - L Kegelmeyer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P A Keiter
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - P A Kellett
- Kentech Instruments Ltd., Isis Building, Howbery Park, Wallingford, Oxfordshire OX10 8BD, United Kingdom
| | - J Kellogg
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J H Kelly
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Kemic
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A J Kemp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G E Kemp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G D Kerbel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Kershaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Kerr
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J Kessler
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M H Key
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S F Khan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Khater
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Kiikka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kilkenny
- General Atomics, San Diego, California 92186, USA
| | - Y Kim
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - Y-J Kim
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kimko
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kimmel
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J M Kindel
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - J King
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R K Kirkwood
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Klaus
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Klem
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Kline
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Klingmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Kluth
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - P Knapp
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Knauer
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Knipping
- General Atomics, San Diego, California 92186, USA
| | - M Knudson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Kobs
- General Atomics, San Diego, California 92186, USA
| | - J Koch
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Kohut
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Kong
- General Atomics, San Diego, California 92186, USA
| | - J M Koning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Koning
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Konior
- General Atomics, San Diego, California 92186, USA
| | - H Kornblum
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L B Kot
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B Kozioziemski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kozlowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P M Kozlowski
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Krammen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N S Krasheninnikova
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B Kraus
- Princeton Plasma Physics Laboratory, 100 Stellarator Road, Princeton, New Jersey 08540, USA
| | - W Krauser
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J D Kress
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A L Kritcher
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Krieger
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J J Kroll
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W L Kruer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M K G Kruse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Kucheyev
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Kumbera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Kumpan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Kunimune
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B Kustowski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J T Kwan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - G A Kyrala
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Laffite
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - M Lafon
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - K LaFortune
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA
| | - B Lahmann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B Lairson
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - O L Landen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Langenbrunner
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - L Lagin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Land
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Lane
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Laney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A B Langdon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S H Langer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Langro
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N E Lanier
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - T E Lanier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Larson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B F Lasinski
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Lassle
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D LaTray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Lau
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Lau
- General Atomics, San Diego, California 92186, USA
| | - C Laumann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Laurence
- General Atomics, San Diego, California 92186, USA
| | - T A Laurence
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Lawson
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada 89030, USA
| | - H P Le
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R R Leach
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Leal
- General Atomics, San Diego, California 92186, USA
| | - A Leatherland
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - K LeChien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Lechleiter
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Lee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Lee
- General Atomics, San Diego, California 92186, USA
| | - T Lee
- General Atomics, San Diego, California 92186, USA
| | - R J Leeper
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - E Lefebvre
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | | | - B LeMire
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R W Lemke
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - N C Lemos
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Le Pape
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Laboratoire pour l'utilisation des Lasers Intenses chez École Polytechnique, F-91128 Palaiseau cedex, France
| | - R Lerche
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Lerner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Letts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Levedahl
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - T Lewis
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C K Li
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - H Li
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Li
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Liao
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Z M Liao
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Liedahl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Liebman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Lindford
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E L Lindman
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J D Lindl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Loey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R A London
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Long
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - E N Loomis
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F E Lopez
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - H Lopez
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - E Losbanos
- General Atomics, San Diego, California 92186, USA
| | - S Loucks
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Lowe-Webb
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Lundgren
- General Atomics, San Diego, California 92186, USA
| | - A P Ludwigsen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Luo
- General Atomics, San Diego, California 92186, USA
| | - J Lusk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Lyons
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Ma
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - Y Macallop
- Gryphon Technologies, 303 Lindbergh Avenue, Livermore, California 94551, USA
| | - M J MacDonald
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B J MacGowan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J M Mack
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - A J Mackinnon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S A MacLaren
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A G MacPhee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G R Magelssen
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Magoon
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R M Malone
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada 89030, USA
| | - T Malsbury
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Managan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Mancini
- University of Nevada at Reno, Department of Physics, MS 0220, 1664. Virginia Street, Reno, Nevada 89557, USA
| | - K Manes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Maney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Manha
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O M Mannion
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A M Manuel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Mapoles
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Mara
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Marcotte
- General Atomics, San Diego, California 92186, USA
| | - E Marin
- General Atomics, San Diego, California 92186, USA
| | - M M Marinak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Mariscal
- General Atomics, San Diego, California 92186, USA
| | - D A Mariscal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E F Mariscal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E V Marley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Marozas
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - R Marquez
- General Atomics, San Diego, California 92186, USA
| | - C D Marshall
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F J Marshall
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Marshall
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Marshall
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - J Marticorena
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Martinez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Maslennikov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Mason
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Mason
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - L Masse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - W Massey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P-E Masson-Laborde
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
| | - N D Masters
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Mathisen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Mathison
- General Atomics, San Diego, California 92186, USA
| | - J Matone
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M J Matthews
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Mattoon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T R Mattsson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - K Matzen
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C W Mauche
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Mauldin
- General Atomics, San Diego, California 92186, USA
| | - T McAbee
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M McBurney
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Mccarville
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R L McCrory
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A M McEvoy
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - C McGuffey
- General Atomics, San Diego, California 92186, USA
| | - M Mcinnis
- General Atomics, San Diego, California 92186, USA
| | - P McKenty
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M S McKinley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J B McLeod
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A McPherson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - B Mcquillan
- General Atomics, San Diego, California 92186, USA
| | - M Meamber
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K D Meaney
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - N B Meezan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Meissner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T A Mehlhorn
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - N C Mehta
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Menapace
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F E Merrill
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B T Merritt
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E C Merritt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D D Meyerhofer
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Mezyk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R J Mich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P A Michel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Milam
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D S Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E K Miller
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada 89030, USA
| | - J Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P E Miller
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Miller
- General Atomics, San Diego, California 92186, USA
| | - W Miller
- General Atomics, San Diego, California 92186, USA
| | - V Miller-Kamm
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Millot
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Milovich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Minner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J-L Miquel
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - S Mitchell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Molvig
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R C Montesanti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D S Montgomery
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M Monticelli
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Montoya
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J D Moody
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A S Moore
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Moore
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Moran
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J C Moreno
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Moreno
- General Atomics, San Diego, California 92186, USA
| | - B E Morgan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Morrow
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J W Morton
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - E Moses
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Moy
- Nevada National Security Site, 232 Energy Way, North Las Vegas, Nevada 89030, USA
| | - R Muir
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M S Murillo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, Michigan 48824, USA
| | - J E Murray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J R Murray
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D H Munro
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T J Murphy
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F M Munteanu
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Nafziger
- General Atomics, San Diego, California 92186, USA
| | - T Nagayama
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - S R Nagel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Nast
- General Atomics, San Diego, California 92186, USA
| | - R A Negres
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Nelson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Nelson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Nelson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Nelson
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - S Nemethy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Neumayer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- GSI Helmholtzzentrum für Schwerionenforschung GmbH, Planckstrasse 1, 64291 Darmstadt, Germany
| | - K Newman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Newton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Nguyen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J-M G Di Nicola
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Di Nicola
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Niemann
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- University of California at Los Angeles, Department of Physics & Astronomy, 475 Portola Plaza, Los Angeles, California 90095-1547, USA
| | - A Nikroo
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P M Nilson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Nobile
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - V Noorai
- General Atomics, San Diego, California 92186, USA
| | - R Nora
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Norton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Nostrand
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Note
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Novell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P F Nowak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Nunez
- General Atomics, San Diego, California 92186, USA
| | - R A Nyholm
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M O'Brien
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Oceguera
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J A Oertel
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Okui
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Olejniczak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Oliveira
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Olsen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Olson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Olson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R E Olson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - Y P Opachich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Orsi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C D Orth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Owen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Padalino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- SUNY Geneseo, Department of Physics & Astronomy, Integrated Science Center, Geneseo, New York 14454, USA
| | - E Padilla
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Paguio
- General Atomics, San Diego, California 92186, USA
| | - S Paguio
- General Atomics, San Diego, California 92186, USA
| | - J Paisner
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Pajoom
- General Atomics, San Diego, California 92186, USA
| | - A Pak
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Palaniyappan
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Palma
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Pannell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F Papp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Paras
- General Atomics, San Diego, California 92186, USA
| | - T Parham
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H-S Park
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Pasternak
- Gryphon Technologies, 303 Lindbergh Avenue, Livermore, California 94551, USA
| | - S Patankar
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M V Patel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P K Patel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Focused Energy Inc., 11525-B Stonehollow Drive, Suite 200, Austin Texas 78758, USA
| | - R Patterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Patterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Paul
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - M Paul
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Pauli
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O T Pearce
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Pearcy
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - B Pedrotti
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Peer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L J Pelz
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Penetrante
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Penner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Perez
- General Atomics, San Diego, California 92186, USA
| | - L J Perkins
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E Pernice
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T S Perry
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Person
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Petersen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Petersen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D L Peterson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - E B Peterson
- General Atomics, San Diego, California 92186, USA
| | - J E Peterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J L Peterson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Peterson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - R R Peterson
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R D Petrasso
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - F Philippe
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - T J Phipps
- General Atomics, San Diego, California 92186, USA
| | - E Piceno
- General Atomics, San Diego, California 92186, USA
| | - Y Ping
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Pickworth
- Lund University, MAX IV Laboratory, Box 118, 221 00 Lund, Sweden
| | - J Pino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Plummer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G D Pollack
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S M Pollaine
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B B Pollock
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Ponce
- General Atomics, San Diego, California 92186, USA
| | - J Ponce
- General Atomics, San Diego, California 92186, USA
| | | | - J L Porter
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Post
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - O Poujade
- CEA/DAM/DIF, 91297 Arpajon cedex, France
- Université of Paris-Saclay, CEA, LMCE, 91680 Bruyères-le-Châtel, France
| | - C Powell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Powell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Power
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Pozulp
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Prantil
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Prasad
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Pratuch
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Price
- General Atomics, San Diego, California 92186, USA
| | - K Primdahl
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Prisbrey
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Procassini
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Pruyne
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Pudliner
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S R Qiu
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Quan
- General Atomics, San Diego, California 92186, USA
| | - M Quinn
- General Atomics, San Diego, California 92186, USA
| | - J Quintenz
- General Atomics, San Diego, California 92186, USA
| | - P B Radha
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - F Rainer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J E Ralph
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K S Raman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Raman
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Rambo
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - S Rana
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Randewich
- Atomic Weapons Establishment, Aldermaston RG7 4PR, United Kingdom
| | - D Rardin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Ratledge
- General Atomics, San Diego, California 92186, USA
| | - N Ravelo
- General Atomics, San Diego, California 92186, USA
| | - F Ravizza
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rayce
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Raymond
- General Atomics, San Diego, California 92186, USA
| | - B Raymond
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Reed
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Reed
- General Atomics, San Diego, California 92186, USA
| | - S Regan
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B Reichelt
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - V Reis
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - S Reisdorf
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Rekow
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B A Remington
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Rendon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Requieron
- General Atomics, San Diego, California 92186, USA
| | - M Rever
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H Reynolds
- General Atomics, San Diego, California 92186, USA
| | - J Reynolds
- General Atomics, San Diego, California 92186, USA
| | - J Rhodes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rhodes
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M C Richardson
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
- Townes Laser Institute, University of Central Florida, Orlando, Florida 32816, USA
| | - B Rice
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - N G Rice
- General Atomics, San Diego, California 92186, USA
| | - R Rieben
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Rigatti
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Riggs
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H G Rinderknecht
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - K Ring
- General Atomics, San Diego, California 92186, USA
| | - B Riordan
- General Atomics, San Diego, California 92186, USA
| | - R Riquier
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - C Rivers
- General Atomics, San Diego, California 92186, USA
| | - D Roberts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - V Roberts
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Robertson
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - H F Robey
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J Robles
- General Atomics, San Diego, California 92186, USA
| | - P Rocha
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G Rochau
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Rodriguez
- General Atomics, San Diego, California 92186, USA
| | - S Rodriguez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rosen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Rosenberg
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - G Ross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J S Ross
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P Ross
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - J Rouse
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Rovang
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - A M Rubenchik
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M S Rubery
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C L Ruiz
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Rushford
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B Russ
- General Atomics, San Diego, California 92186, USA
| | - J R Rygg
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - B S Ryujin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R A Sacks
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R F Sacks
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - K Saito
- General Atomics, San Diego, California 92186, USA
| | - T Salmon
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J D Salmonson
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Sanchez
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Samuelson
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - M Sanchez
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C Sangster
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - A Saroyan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Sater
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A Satsangi
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - S Sauers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Saunders
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J P Sauppe
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R Sawicki
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Sayre
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Scanlan
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Schaffers
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - G T Schappert
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - S Schiaffino
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D J Schlossberg
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D W Schmidt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - M J Schmitt
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - D H G Schneider
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M B Schneider
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Schneider
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - M Schoff
- General Atomics, San Diego, California 92186, USA
| | - M Schollmeier
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Schölmerich
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C R Schroeder
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S E Schrauth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - H A Scott
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Scott
- General Atomics, San Diego, California 92186, USA
| | - J M Scott
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - R H H Scott
- Central Laser Facility, STFC Rutherford Appleton Laboratory, Harwell Oxford OC11 0QX, United Kingdom
| | - C R Scullard
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Sedillo
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - F H Seguin
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - W Seka
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Senecal
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S M Sepke
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - L Seppala
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - K Sequoia
- General Atomics, San Diego, California 92186, USA
| | - J Severyn
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J M Sevier
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Sewell
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Seznec
- CEA/DAM/DIF, 91297 Arpajon cedex, France
| | - R C Shah
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - J Shamlian
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - D Shaughnessy
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Shaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Shaw
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Shearer
- General Atomics, San Diego, California 92186, USA
| | - R Shelton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Shen
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M W Sherlock
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - A I Shestakov
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - E L Shi
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S J Shin
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - N Shingleton
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - W Shmayda
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Shor
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Shoup
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - C Shuldberg
- General Atomics, San Diego, California 92186, USA
| | - L Siegel
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - F J Silva
- General Atomics, San Diego, California 92186, USA
| | - A N Simakov
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - B T Sims
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - D Sinars
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - P Singh
- General Atomics, San Diego, California 92186, USA
| | - H Sio
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
- Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
| | - K Skulina
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Skupsky
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - S Slutz
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - M Sluyter
- National Nuclear Security Administration, Office of Defense Programs, United States Department of Energy, Washington, D.C. 20585, USA
| | - V A Smalyuk
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - D Smauley
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R M Smeltser
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - C Smith
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - I Smith
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - J Smith
- General Atomics, San Diego, California 92186, USA
| | - L Smith
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Smith
- Luxel Corporation, P.O. Box 1879, 60 Saltspring Drive, Friday Harbor, Washington 8250, USA
| | - R Sohn
- General Atomics, San Diego, California 92186, USA
| | - S Sommer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - C Sorce
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M Sorem
- Los Alamos National Laboratory, Mail Stop F663, Los Alamos, New Mexico 87545, USA
| | - J M Soures
- Laboratory for Laser Energetics, University of Rochester, Rochester, New York 14623, USA
| | - M L Spaeth
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - B K Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - S Speas
- Sandia National Laboratories, P.O. Box 5800 Albuquerque, New Mexico 87123, USA
| | - D Speck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - R Speck
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - J Spears
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - T Spinka
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - P T Springer
- Lawrence Livermore National Laboratory, P.O. Box 808, Livermore, California 94551-0808, USA
| | - M Stadermann
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Aguirre I, González A, Castillo E. Numerical study on the use of shear-thinning nanofluids in a micro pin-fin heat sink including vortex generators and changes in pin shapes. J Taiwan Inst Chem Eng 2022. [DOI: 10.1016/j.jtice.2022.104400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Vinogradskiy Y, Castillo R, Castillo E, Schubert L, Jones BL, Faught A, Gaspar LE, Kwak J, Bowles DW, Waxweiler T, Dougherty JM, Gao D, Stevens C, Miften M, Kavanagh B, Grills I, Rusthoven CG, Guerrero T. Results of a Multi-Institutional Phase 2 Clinical Trial for 4DCT-Ventilation Functional Avoidance Thoracic Radiation Therapy. Int J Radiat Oncol Biol Phys 2022; 112:986-995. [PMID: 34767934 PMCID: PMC8863640 DOI: 10.1016/j.ijrobp.2021.10.147] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 10/07/2021] [Accepted: 10/22/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE Radiation pneumonitis remains a major limitation in the radiation therapy treatment of patients with lung cancer. Functional avoidance radiation therapy uses functional imaging to reduce pulmonary toxic effects by designing radiation therapy plans that reduce doses to functional regions of the lung. Lung functional imaging has been developed that uses 4-dimensional computed tomography (4DCT) imaging to calculate 4DCT-based lung ventilation (4DCT-ventilation). A phase 2 multicenter study was initiated to evaluate 4DCT-ventilation functional avoidance radiation therapy. The study hypothesis was that functional avoidance radiation therapy could reduce the rate of grade ≥2 radiation pneumonitis to 12% compared with a 25% historical rate, with the trial being positive if ≤16.4% of patients experienced grade ≥2 pneumonitis. METHODS AND MATERIALS Lung cancer patients receiving curative-intent radiation therapy (prescription doses of 45-75 Gy) and chemotherapy were accrued. Patient 4DCT scans were used to generate 4DCT-ventilation images. The 4DCT-ventilation images were used to generate functional avoidance plans that reduced doses to functional portions of the lung while delivering the prescribed tumor dose. Pneumonitis was evaluated by a clinician at 3, 6, and 12 months after radiation therapy. RESULTS Sixty-seven evaluable patients were accrued between April 2015 and December 2019. The median prescription dose was 60 Gy (range, 45-66 Gy) delivered in 30 fractions (range, 15-33 fractions). The average reduction in the functional volume of lung receiving ≥20 Gy with functional avoidance was 3.5% (range, 0%-12.8%). The median follow-up was 312 days. The rate of grade ≥2 radiation pneumonitis was 10 of 67 patients (14.9%; 95% upper CI, 24.0%), meeting the phase 2 criteria. CONCLUSIONS 4DCT-ventilation offers an imaging modality that is convenient and provides functional imaging without an extra procedure necessary. This first report of a multicenter study of 4DCT-ventilation functional avoidance radiation therapy provided data showing that the trial met phase 2 criteria and that evaluation in a phase 3 study is warranted.
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Affiliation(s)
- Yevgeniy Vinogradskiy
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado; Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, Georgia
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Leah Schubert
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Bernard L Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Austin Faught
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Laurie E Gaspar
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Jennifer Kwak
- Department of Radiology, University of Colorado School of Medicine, Aurora, Colorado
| | - Daniel W Bowles
- Division of Medical Oncology, University of Colorado School of Medicine, Aurora, Colorado; Rocky Mountain Regional VA Medical Center, Aurora, Colorado
| | - Timothy Waxweiler
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | | | - Dexiang Gao
- Departments of Pediatrics and Biostatistics and Informatics, University of Colorado School of Medicine, Aurora, Colorado
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Brian Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
| | - Chad G Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Michigan
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Ruiz CM, Torrens A, Lallai V, Castillo E, Manca L, Martinez MX, Justeson DN, Fowler CD, Piomelli D, Mahler SV. Pharmacokinetic and pharmacodynamic properties of aerosolized ("vaped") THC in adolescent male and female rats. Psychopharmacology (Berl) 2021; 238:3595-3605. [PMID: 34495367 PMCID: PMC8665923 DOI: 10.1007/s00213-021-05976-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 08/23/2021] [Indexed: 10/20/2022]
Abstract
RATIONALE Adolescent exposure to ∆9-tetrahydrocannabinol (THC), the psychotropic constituent of cannabis, might affect brain development, and in rodent models leads to long-term behavioral and physiological alterations. Yet, the basic pharmacology of this drug in adolescent rodents, especially when ingested via ecologically relevant routes like aerosol inhalation, commonly referred to as "vaping," is still poorly characterized. Moreover, sex differences exist in THC metabolism, kinetics, and behavioral effects, but these have not been rigorously examined after vapor dosing in adolescents. OBJECTIVES We investigated the pharmacokinetics and pharmacodynamics of aerosolized THC (30 min inhalation exposure, 25 or 100 mg/ml) in adolescent Wistar rats of both sexes. METHODS Liquid chromatography/mass spectrometry analysis of THC and its major metabolites was conducted on blood plasma and brain tissue at 5, 30, 60, and 120 min following a 30-min aerosol dosing session. Effects on activity in a novel environment for 120 min after aerosol, and temperature, were measured in separate rats. RESULTS We found sex-dependent differences in the pharmacokinetics of THC and its active (11-OH-THC) and inactive (11-COOH-THC) metabolites in the blood and brain, along with dose- and sex-dependent effects on anxiety-like and exploratory behaviors; namely, greater 11-OH-THC levels accompanied by greater behavioral effects in females at the low dose but similar hypothermic effects in both sexes at the high dose. CONCLUSIONS These results provide a benchmark for dosing adolescent rats with aerosolized (or "vaped") THC, which could facilitate adoption by other labs of this potentially human-relevant THC exposure model to understand cannabis effects on the developing brain.
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Affiliation(s)
- C M Ruiz
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - A Torrens
- Department of Anatomy & Neurobiology, University of California Irvine, 1244 Gillespie Hall, Irvine, CA, 92697, USA
| | - V Lallai
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - E Castillo
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - L Manca
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - M X Martinez
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - D N Justeson
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - C D Fowler
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA
| | - D Piomelli
- Department of Anatomy & Neurobiology, University of California Irvine, 1244 Gillespie Hall, Irvine, CA, 92697, USA
| | - S V Mahler
- Department of Neurobiology & Behavior, University of California Irvine, 2205 McGaugh Hall, Irvine, CA, 92697, USA.
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Nair GB, Al-Katib S, Podolsky R, Quinn T, Stevens C, Castillo E. Dynamic lung compliance imaging from 4DCT-derived volume change estimation. Phys Med Biol 2021; 66. [PMID: 34560677 DOI: 10.1088/1361-6560/ac29ce] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 09/24/2021] [Indexed: 11/12/2022]
Abstract
Background. Lung compliance (LC) is the ability of the lung to expand with changes in pressure and is one of the earliest physiological measurements to be altered in patients with parenchymal lung disease. Therefore, compliance monitoring could potentially identify patients at risk for disease progression. However, in clinical practice, compliance measurements are prohibitively invasive for use as a routine monitoring tool.Purpose. We propose a novel method for computing dynamic lung compliance imaging (LCI) from non-contrast computed tomography (CT) scans. LCI applies image processing methods to free-breathing 4DCT images, acquired under two different continuous positive airway pressures (CPAP) applied using a full-face mask, in order to compute the lung volume change induced by the pressure change. LCI provides a quantitative volumetric map of lung stiffness.Methods. We compared mean LCI values computed for 10 patients with idiopathic pulmonary fibrosis (IPF) and 7 non-IPF patients who were screened for lung nodules. 4DCTs were acquired for each patient at 5 cm and 10 cm H20 CPAP, as the patients were free breathing at functional residual capacity. LCI was computed from the two 4DCTs. Mean LCI intensities, which represent relative voxel volume change induced by the change in CPAP pressure, were computed.Results.The mean LCI values for patients with IPF ranged between [0.0309, 0.1165], whereas the values ranged between [0.0704, 0.2185] for the lung nodule cohort. Two-sided Wilcoxon rank sum test indicated that the difference in medians is statistically significant (pvalue = 0.009) and that LCI -measured compliance is overall lower in the IPF patient cohort.Conclusion. There is considerable difference in LC scores between patients with IPF compared to controls. Future longitudinal studies should look for LC alterations in areas of lung prior to radiographic detection of fibrosis to further characterize LCI's potential utility as an image marker for disease progression.
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Affiliation(s)
- Girish B Nair
- Division of Pulmonary and Critical Care, Beaumont Health, OUWB School of Medicine, United States of America
| | - Sayf Al-Katib
- Department of Radiology and Molecular Imaging, Beaumont Health, OUWB School of Medicine, United States of America
| | - Robert Podolsky
- Division of Informatics & Biostatistics, Beaumont Research Institute, Beaumont Health, United States of America
| | - Thomas Quinn
- Department of Radiation Oncology, Beaumont Health, OUWB School of Medicine, United States of America
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health, OUWB School of Medicine, United States of America
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health, OUWB School of Medicine, United States of America.,Department of Biomedical Engineering, The University of Texas at Austin, United States of America
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22
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Vinogradskiy Y, Castillo R, Castillo E, Schubert L, Jones B, Faught A, Gaspar L, Kwak J, Bowles D, Waxweiler T, Dougherty M, Gao D, Stevens C, Miften M, Kavanagh B, Grills I, Rusthoven C, Guerrero T. Results of a Multi-Institutional Phase II Clinical Trial for 4DCT-Ventilation Functional Avoidance Thoracic Radiotherapy. Int J Radiat Oncol Biol Phys 2021. [DOI: 10.1016/j.ijrobp.2021.07.053] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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23
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Hammouda N, Carpenter C, Hung W, Lesser A, Nyamu S, Liu S, Gettel C, Malsch A, Castillo E, Forrester S, Souffront K, Vargas S, Goldberg EM. Moving the needle on fall prevention: A Geriatric Emergency Care Applied Research (GEAR) Network scoping review and consensus statement. Acad Emerg Med 2021; 28:1214-1227. [PMID: 33977589 PMCID: PMC8581064 DOI: 10.1111/acem.14279] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Although falls are common, costly, and often preventable, emergency department (ED)-initiated fall screening and prevention efforts are rare. The Geriatric Emergency Medicine Applied Research Falls core (GEAR-Falls) was created to identify existing research gaps and to prioritize future fall research foci. METHODS GEAR's 49 transdisciplinary stakeholders included patients, geriatricians, ED physicians, epidemiologists, health services researchers, and nursing scientists. We derived relevant clinical fall ED questions and summarized the applicable research evidence, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses for Scoping Reviews. The highest-priority research foci were identified at the GEAR Consensus Conference. RESULTS We identified two clinical questions for our review (1) fall prevention interventions (32 studies) and (2) risk stratification and falls care plan (19 studies). For (1) 21 of 32 (66%) of interventions were a falls risk screening assessment and 15 of 21 (71%) of these were combined with an exercise program or physical therapy. For (2) 11 fall screening tools were identified, but none were feasible and sufficiently accurate for ED patients. For both questions, the most frequently reported study outcome was recurrent falls, but various process and patient/clinician-centered outcomes were used. Outcome ascertainment relied on self-reported falls in 18 of 32 (56%) studies for (1) and nine of 19 (47%) studies for (2). CONCLUSION Harmonizing definitions, research methods, and outcomes is needed for direct comparison of studies. The need to identify ED-appropriate fall risk assessment tools and role of emergency medical services (EMS) personnel persists. Multifactorial interventions, especially involving exercise, are more efficacious in reducing recurrent falls, but more studies are needed to compare appropriate bundle combinations. GEAR prioritizes five research priorities: (1) EMS role in improving fall-related outcomes, (2) identifying optimal ED fall assessment tools, (3) clarifying patient-prioritized fall interventions and outcomes, (4) standardizing uniform fall ascertainment and measured outcomes, and (5) exploring ideal intervention components.
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Affiliation(s)
- Nada Hammouda
- Department of Emergency Medicine, Mount Sinai School of Medicine, New York City, NY
| | | | - William Hung
- Department of Geriatrics and Palliative Care, Mount Sinai School of Medicine, New York City, NY
| | | | - Sylviah Nyamu
- Department of Emergency Medicine, Mount Sinai Hospital, New York City, NY
| | - Shan Liu
- Department of Emergency Medicine, Harvard School of Medicine, Boston, MA
| | - Cameron Gettel
- National Clinician Scholars Program, Yale School of Medicine, New Haven, CT
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT
| | | | - Edward Castillo
- Department of Emergency Medicine, University of California San Diego, San Diego, CA
| | - Savannah Forrester
- Department of Emergency Medicine, Queen’s University, Kingston, Ontario, CA
| | - Kimberly Souffront
- Department of Emergency Medicine, Mount Sinai School of Medicine, New York City, NY
| | - Samuel Vargas
- Department of Emergency Medicine, Mount Sinai Hospital, New York City, NY
| | - Elizabeth M. Goldberg
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI
- Department of Emergency Medicine, The Warren Alpert Medical School of Brown University, Providence, RI
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Forghani F, Castillo R, Castillo E, Jones B, Rusthoven C, Kwak J, Grills I, Guerrero T, Miften M, Vinogradskiy Y. Is Perfusion Dose-Response Different Than Ventilation Dose-Response for Lung Cancer Patients Treated With Radiotherapy? Int J Radiat Oncol Biol Phys 2021. [DOI: 10.1016/j.ijrobp.2021.07.065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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25
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Tolia V, Kreshak A, Cronin A, Wardi G, Dameff C, Brennan J, Castillo E. 108 Emergency Department Crowding Resulting from a Local Health System Cyberattack. Ann Emerg Med 2021. [DOI: 10.1016/j.annemergmed.2021.09.118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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26
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Childers R, Liotta B, Wang P, Katoula J, Thien T, Montilla-Guedez H, Vilke G, Castillo E, Brennan J. 279 Overdiagnosis of Urinary Tract Infections in the Emergency Department. Ann Emerg Med 2021. [DOI: 10.1016/j.annemergmed.2021.09.292] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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27
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Cronin A, Tolia V, Kreshak A, Killeen J, Castillo E. 295 Positive Cognition Screening a Geriatric Emergency Department. Ann Emerg Med 2021. [DOI: 10.1016/j.annemergmed.2021.09.308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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28
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Castillo E, Kreshak A, Tolia V, Cronin A, Vilke G, Killeen J, Brennan J. 401 Emergency Department Utilization Following Statewide Stay at Home Orders During the Novel Coronavirus (COVID-19) Pandemic. Ann Emerg Med 2021. [PMCID: PMC8536278 DOI: 10.1016/j.annemergmed.2021.09.416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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29
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Coyne C, Nene R, Brennan J, Castillo E, Vilke G. 373 Cancer Screening Education in the Emergency Department: An Interventional Study. Ann Emerg Med 2021. [DOI: 10.1016/j.annemergmed.2021.09.388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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30
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Forghani F, Patton T, Kwak J, Thomas D, Diot Q, Rusthoven C, Castillo R, Castillo E, Grills I, Guerrero T, Miften M, Vinogradskiy Y. Characterizing spatial differences between SPECT-ventilation and SPECT-perfusion in patients with lung cancer undergoing radiotherapy. Radiother Oncol 2021; 160:120-124. [PMID: 33964328 PMCID: PMC8489737 DOI: 10.1016/j.radonc.2021.04.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 03/24/2021] [Accepted: 04/28/2021] [Indexed: 12/25/2022]
Abstract
This study investigates agreement between ventilation and perfusion for lung cancer patients undergoing radiotherapy. Ventilation-perfusion scans of nineteen patients with stage III lung cancer from a prospective protocol were compared using voxel-wise Spearman correlation-coefficients. The presented results show in about 25% of patients, ventilation and perfusion exhibit lower agreement.
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Affiliation(s)
- Farnoush Forghani
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Taylor Patton
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States, United States(1); Department of Radiation Oncology, Mayo Clinic, Rochester, MN, United States(2)
| | - Jennifer Kwak
- Department of Radiology, University of Colorado School of Medicine, Aurora, CO, United States
| | - David Thomas
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Quentin Diot
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Chad Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, GA, United States
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, United States
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, United States
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, United States
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Yevgeniy Vinogradskiy
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, United States, United States(1); Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, PA, United States(2)
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31
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Dougherty JM, Castillo E, Castillo R, Faught AM, Pepin M, Park SS, Beltran CJ, Guerrero T, Grills I, Vinogradskiy Y. Functional avoidance-based intensity modulated proton therapy with 4DCT derived ventilation imaging for lung cancer. J Appl Clin Med Phys 2021; 22:276-285. [PMID: 34159715 PMCID: PMC8292710 DOI: 10.1002/acm2.13323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/14/2021] [Accepted: 05/17/2021] [Indexed: 12/25/2022] Open
Abstract
The primary objective is to evaluate the potential dosimetric gains of performing functional avoidance‐based proton treatment planning using 4DCT derived ventilation imaging. 4DCT data of 31 patients from a prospective functional avoidance clinical trial were evaluated with intensity modulated proton therapy (IMPT) plans and compared with clinical volumetric modulated arc therapy (VMAT) plans. Dosimetric parameters were compared between standard and functional plans with IMPT and VMAT with one‐way analysis of variance and post hoc paired student t‐test. Normal Tissue Complication Probability (NTCP) models were employed to estimate the risk of two toxicity endpoints for healthy lung tissues. Dose degradation due to proton motion interplay effect was evaluated. Functional IMPT plans led to significant dose reduction to functional lung structures when compared with functional VMAT without significant dose increase to Organ at Risk (OAR) structures. When interplay effect is considered, no significant dose degradation was observed for the OARs or the clinical target volume (CTV) volumes for functional IMPT. Using fV20 as the dose metric and Grade 2+ pneumonitis as toxicity endpoint, there is a mean 5.7% reduction in Grade 2+ RP with the functional IMPT and as high as 26% in reduction for individual patient when compared to the standard IMPT planning. Functional IMPT was able to spare healthy lung tissue to avoid excess dose to normal structures while maintaining satisfying target coverage. NTCP calculation also shows that the risk of pulmonary complications can be further reduced with functional based IMPT.
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Affiliation(s)
| | - Edward Castillo
- Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA.,Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | - Austin M Faught
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Mark Pepin
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Sean S Park
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Chris J Beltran
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, USA
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Yevgeniy Vinogradskiy
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
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Ionescu F, Zimmer MS, Petrescu I, Castillo E, Bozyk P, Abbas A, Abplanalp L, Dogra S, Nair GB. Extubation Failure in Critically Ill COVID-19 Patients: Risk Factors and Impact on In-Hospital Mortality. J Intensive Care Med 2021; 36:1018-1024. [PMID: 34074160 PMCID: PMC8173445 DOI: 10.1177/08850666211020281] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE We sought to identify clinical factors that predict extubation failure (reintubation) and its prognostic implications in critically ill COVID-19 patients. MATERIALS AND METHODS Retrospective, multi-center cohort study of hospitalized COVID-19 patients. Multivariate competing risk models were employed to explore the rate of reintubation and its determining factors. RESULTS Two hundred eighty-one extubated patients were included (mean age, 61.0 years [±13.9]; 54.8% male). Reintubation occurred in 93 (33.1%). In multivariate analysis accounting for death, reintubation risk increased with age (hazard ratio [HR] 1.04 per 1-year increase, 95% confidence interval [CI] 1.02 -1.06), vasopressors (HR 1.84, 95% CI 1.04-3.60), renal replacement (HR 2.01, 95% CI 1.22-3.29), maximum PEEP (HR 1.07 per 1-unit increase, 95% CI 1.02 -1.12), paralytics (HR 1.48, 95% CI 1.08-2.25) and requiring more than nasal cannula immediately post-extubation (HR 2.19, 95% CI 1.37-3.50). Reintubation was associated with higher mortality (36.6% vs 2.1%; P < 0.0001) and risk of inpatient death after adjusting for multiple factors (HR 23.2, 95% CI 6.45-83.33). Prone ventilation, corticosteroids, anticoagulation, remdesivir and tocilizumab did not impact the risk of reintubation or death. CONCLUSIONS Up to 1 in 3 critically ill COVID-19 patients required reintubation. Older age, paralytics, high PEEP, need for greater respiratory support following extubation and non-pulmonary organ failure predicted reintubation. Extubation failure strongly predicted adverse outcomes.
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Affiliation(s)
- Filip Ionescu
- Department of Internal Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Markie S Zimmer
- Department of Internal Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Ioana Petrescu
- Department of Internal Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Edward Castillo
- Department of Radiation Oncology, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA.,Department of Computational and Applied Mathematics, Rice University, TX, USA
| | - Paul Bozyk
- Division of Pulmonary and Critical Care Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Amr Abbas
- Department of Cardiovascular Medicine, 21818Beaumont Health System, Royal Oak, OUWB School of Medicine, MI, USA
| | - Lauren Abplanalp
- Division of Pulmonary and Critical Care Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Sanjay Dogra
- Division of Pulmonary and Critical Care Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Girish B Nair
- Division of Pulmonary and Critical Care Medicine, 21818Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
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Castillo E, Nair G, Turner-Lawrence D, Myziuk N, Emerson S, Al-Katib S, Westergaard S, Castillo R, Vinogradskiy Y, Quinn T, Guerrero T, Stevens C. Quantifying pulmonary perfusion from noncontrast computed tomography. Med Phys 2021; 48:1804-1814. [PMID: 33608933 PMCID: PMC8252085 DOI: 10.1002/mp.14792] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 01/14/2021] [Accepted: 02/08/2021] [Indexed: 11/29/2022] Open
Abstract
Purpose Computed tomography (CT)‐derived ventilation methods compute respiratory induced volume changes as a surrogate for pulmonary ventilation. Currently, there are no known methods to derive perfusion information from noncontrast CT. We introduce a novel CT‐Perfusion (CT‐P) method for computing the magnitude mass changes apparent on dynamic noncontrast CT as a surrogate for pulmonary perfusion. Methods CT‐Perfusion is based on a mass conservation model which describes the unknown mass change as a linear combination of spatially corresponding inhale and exhale HU estimated voxel densities. CT‐P requires a deformable image registration (DIR) between the inhale/exhale lung CT pair, a preprocessing lung volume segmentation, and an estimate for the Jacobian of the DIR transformation. Given this information, the CT‐P image, which provides the magnitude mass change for each voxel within the lung volume, is formulated as the solution to a constrained linear least squares problem defined by a series of subregional mean magnitude mass change measurements. Similar to previous robust CT‐ventilation methods, the amount of uncertainty in a subregional sample mean measurement is related to measurement resolution and can be characterized with respect to a tolerance parameter τ. Spatial Spearman correlation between single photon emission CT perfusion (SPECT‐P) and the proposed CT‐P method was assessed in two patient cohorts via a parameter sweep of τ. The first cohort was comprised of 15 patients diagnosed with pulmonary embolism (PE) who had SPECT‐P and 4DCT imaging acquired within 24 h of PE diagnosis. The second cohort was comprised of 15 nonsmall cell lung cancer patients who had SPECT‐P and 4DCT images acquired prior to radiotherapy. For each test case, CT‐P images were computed for 30 different uncertainty parameter values, uniformly sampled from the range [0.01, 0.125], and the Spearman correlation between the SPECT‐P and the resulting CT‐P images were computed. Results The median correlations between CT‐P and SPECT‐P taken over all 30 test cases ranged between 0.49 and 0.57 across the parameter sweep. For the optimal tolerance τ = 0.0385, the CT‐P and SPECT‐P correlations across all 30 test cases ranged between 0.02 and 0.82. A one‐sample sign test was applied separately to the PE and lung cancer cohorts. A low Spearmen correlation of 15% was set as the null median value and two‐sided alternative was tested. The PE patients showed a median correlation of 0.57 (IQR = 0.305). One‐sample sign test was statistically significant with 96.5 % confidence interval: 0.20–0.63, P < 0.00001. Lung cancer patients had a median correlation of 0.57(IQR = 0.230). Again, a one‐sample sign test for median was statistically significant with 96.5 percent confidence interval: 0.45–0.71, P < 0.00001. Conclusion CT‐Perfusion is the first mechanistic model designed to quantify magnitude blood mass changes on noncontrast dynamic CT as a surrogate for pulmonary perfusion. While the reported correlations with SPECT‐P are promising, further investigation is required to determine the optimal CT acquisition protocol and numerical method implementation for CT‐P imaging.
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Affiliation(s)
- Edward Castillo
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI, USA.,Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
| | - Girish Nair
- Department of Internal Medicine, Beaumont Health, Royal Oak, MI, USA
| | | | - Nicholas Myziuk
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI, USA
| | - Scott Emerson
- Department of Diagnostic Radiology, Beaumont Health, Royal Oak, MI, USA
| | - Sayf Al-Katib
- Department of Diagnostic Radiology, Beaumont Health, Royal Oak, MI, USA
| | - Sarah Westergaard
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | | | - Thomas Quinn
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI, USA
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI, USA
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health, Royal Oak, MI, USA
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Kline JA, Camargo CA, Courtney DM, Kabrhel C, Nordenholz KE, Aufderheide T, Baugh JJ, Beiser DG, Bennett CL, Bledsoe J, Castillo E, Chisolm-Straker M, Goldberg EM, House H, House S, Jang T, Lim SC, Madsen TE, McCarthy DM, Meltzer A, Moore S, Newgard C, Pagenhardt J, Pettit KL, Pulia MS, Puskarich MA, Southerland LT, Sparks S, Turner-Lawrence D, Vrablik M, Wang A, Weekes AJ, Westafer L, Wilburn J. Clinical prediction rule for SARS-CoV-2 infection from 116 U.S. emergency departments 2-22-2021. PLoS One 2021; 16:e0248438. [PMID: 33690722 PMCID: PMC7946184 DOI: 10.1371/journal.pone.0248438] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 02/25/2021] [Indexed: 12/11/2022] Open
Abstract
Objectives Accurate and reliable criteria to rapidly estimate the probability of infection with the novel coronavirus-2 that causes the severe acute respiratory syndrome (SARS-CoV-2) and associated disease (COVID-19) remain an urgent unmet need, especially in emergency care. The objective was to derive and validate a clinical prediction score for SARS-CoV-2 infection that uses simple criteria widely available at the point of care. Methods Data came from the registry data from the national REgistry of suspected COVID-19 in EmeRgency care (RECOVER network) comprising 116 hospitals from 25 states in the US. Clinical variables and 30-day outcomes were abstracted from medical records of 19,850 emergency department (ED) patients tested for SARS-CoV-2. The criterion standard for diagnosis of SARS-CoV-2 required a positive molecular test from a swabbed sample or positive antibody testing within 30 days. The prediction score was derived from a 50% random sample (n = 9,925) using unadjusted analysis of 107 candidate variables as a screening step, followed by stepwise forward logistic regression on 72 variables. Results Multivariable regression yielded a 13-variable score, which was simplified to a 13-point score: +1 point each for age>50 years, measured temperature>37.5°C, oxygen saturation<95%, Black race, Hispanic or Latino ethnicity, household contact with known or suspected COVID-19, patient reported history of dry cough, anosmia/dysgeusia, myalgias or fever; and -1 point each for White race, no direct contact with infected person, or smoking. In the validation sample (n = 9,975), the probability from logistic regression score produced an area under the receiver operating characteristic curve of 0.80 (95% CI: 0.79–0.81), and this level of accuracy was retained across patients enrolled from the early spring to summer of 2020. In the simplified score, a score of zero produced a sensitivity of 95.6% (94.8–96.3%), specificity of 20.0% (19.0–21.0%), negative likelihood ratio of 0.22 (0.19–0.26). Increasing points on the simplified score predicted higher probability of infection (e.g., >75% probability with +5 or more points). Conclusion Criteria that are available at the point of care can accurately predict the probability of SARS-CoV-2 infection. These criteria could assist with decisions about isolation and testing at high throughput checkpoints.
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Affiliation(s)
- Jeffrey A. Kline
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
- * E-mail:
| | - Carlos A. Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - D. Mark Courtney
- Department of Emergency Medicine, University of Texas Southwestern, Dallas, Texas, United States of America
| | - Christopher Kabrhel
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kristen E. Nordenholz
- Department of Emergency Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States of America
| | - Thomas Aufderheide
- Department of Emergency Medicine, Medical College of Wisconsin, Milwaukee, Wisconsin, United States of America
| | - Joshua J. Baugh
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - David G. Beiser
- Section of Emergency Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Christopher L. Bennett
- Department of Emergency Medicine, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Joseph Bledsoe
- Department of Emergency Medicine, Healthcare Delivery Institute, Intermountain Healthcare, Salt Lake City, Utah, United States of America
| | - Edward Castillo
- Department of Emergency Medicine, University of California, San Diego, California, United States of America
| | - Makini Chisolm-Straker
- Department of Emergency Medicine, Mt. Sinai School of Medicine, New York, New York, United States of America
| | - Elizabeth M. Goldberg
- Department of Emergency Medicine, Warren Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Hans House
- Department of Emergency Medicine, University of Iowa School of Medicine, Iowa City, Iowa, United States of America
| | - Stacey House
- Department of Emergency Medicine, Washington University School of Medicine, St. Louise, Missouri, United States of America
| | - Timothy Jang
- Department of Emergency Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Stephen C. Lim
- University Medical Center New Orleans, Louisiana State University School of Medicine, New Orleans, Louisiana, United States of America
| | - Troy E. Madsen
- Division of Emergency Medicine, Department Surgery, University of Utah School of Medicine, Salt Lake City, Utah, United States of America
| | - Danielle M. McCarthy
- Department of Emergency Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Andrew Meltzer
- Department of Emergency Medicine, George Washington University School of Medicine, Washington D.C., DC, United States of America
| | - Stephen Moore
- Department of Emergency Medicine, Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania, United States of America
| | - Craig Newgard
- Department of Emergency Medicine, Oregon Health and Science University, Portland, Oregon, United States of America
| | - Justine Pagenhardt
- Department of Emergency Medicine, West Virginia University School of Medicine, Morgantown, West Virginia, United States of America
| | - Katherine L. Pettit
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Michael S. Pulia
- Department of Emergency Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, United States of America
| | - Michael A. Puskarich
- Department of Emergency Medicine, Hennepin County Medical Center and the University of Minnesota, Minneapolis, Minnesota, United States of America
| | - Lauren T. Southerland
- Department of Emergency Medicine, Ohio State University Medical Center, Columbus, Ohio, United States of America
| | - Scott Sparks
- Department of Emergency Medicine, Riverside Regional Medical Center, Newport News, Virginia, United States of America
| | - Danielle Turner-Lawrence
- Department of Emergency Medicine, Beaumont Health, Royal Oak, Michigan, United States of America
| | - Marie Vrablik
- Department of Emergency Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America
| | - Alfred Wang
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana, United States of America
| | - Anthony J. Weekes
- Department of Emergency Medicine, Carolinas Medical Center at Atrium Health, Charlotte, North Carolina, United States of America
| | - Lauren Westafer
- Department of Emergency Medicine, Baystate Health, Springfield, Massachusetts, United States of America
| | - John Wilburn
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, Michigan, United States of America
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Nair GB, Galban CJ, Al-Katib S, Podolsky R, van den Berge M, Stevens C, Castillo E. An assessment of the correlation between robust CT-derived ventilation and pulmonary function test in a cohort with no respiratory symptoms. Br J Radiol 2020; 94:20201218. [PMID: 33320729 DOI: 10.1259/bjr.20201218] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To evaluate CT-ventilation imaging (CTVI) within a well-characterized, healthy cohort with no respiratory symptoms and examine the correlation between CTVI and concurrent pulmonary function test (PFT). METHODS CT scans and PFTs from 77 Caucasian participants in the NORM dataset (clinicaltrials.gov NCT00848406) were analyzed. CTVI was generated using the robust Integrated Jacobian Formulation (IJF) method. IJF estimated total lung capacity (TLC) was computed from CTVI. Bias-adjusted Pearson's correlation between PFT and IJF-based TLC was computed. RESULTS IJF- and PFT-measured TLC showed a good correlation for both males and females [males: 0.657, 95% CI (0.438-0.797); females: 0.667, 95% CI (0.416-0.817)]. When adjusting for age, height, smoking, and abnormal CT scan, correlation moderated [males: 0.432, 95% CI (0.129-0.655); females: 0.540, 95% CI (0.207-0.753)]. Visual inspection of CTVI revealed participants who had functional defects, despite the fact that all participant had normal high-resolution CT scan. CONCLUSION In this study, we demonstrate that IJF computed CTVI has good correlation with concurrent PFT in a well-validated patient cohort with no respiratory symptoms. ADVANCES IN KNOWLEDGE IJF-computed CTVI's overall numerical robustness and consistency with PFT support its potential as a method for providing spatiotemporal assessment of high and low function areas on volumetric non-contrast CT scan.
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Affiliation(s)
- Girish B Nair
- Division of Pulmonary and Critical Care, Beaumont Health, OUWB School of Medicine, Auburn Hills, MI, USA
| | - Craig J Galban
- Department of Radiology, University of Michigan, Ann Arbor, MI, USA
| | - Sayf Al-Katib
- Department of Radiology and Molecular Imaging, Beaumont Health, OUWB School of Medicine, Auburn Hills, MI, USA
| | - Robert Podolsky
- Division of Informatics & Biostatistics, Beaumont Research Institute, Beaumont Health, Beaumont, TX, USA
| | - Maarten van den Berge
- Department of Pulmonary Disease, University Medical Center Groningen, Groningen, The Netherlands
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health, OUWB School of Medicine, Auburn Hills, MI, USA
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health, OUWB School of Medicine, Auburn Hills, MI, USA.,Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
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McClymont E, Fell D, Albert A, Alton G, Barrett J, El-Chaar D, Harrold J, Krajden M, Lipsky N, Maan E, Malinowski A, Othman M, Raeside A, Ray J, Roberts A, Ryan G, Sadarangani M, Sauve L, van Schalkwyk J, Shah P, Snelgrove J, Sprague A, Ting J, Walker M, Whittle W, Williams C, Yudin M, Zipursky J, Abenhaim H, Boucoiran I, Castillo E, Crane J, Elwood C, Joynt C, Kotaska A, Martel J, Murphy-Kaulbeck L, Poliquin V, Ryan S, Saunders S, Scott H, Money D. Canadian surveillance of COVID-19 in pregnancy: Epidemiology and maternal and infant outcomes. Am J Obstet Gynecol 2020. [PMCID: PMC7683302 DOI: 10.1016/j.ajog.2020.08.137] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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Ionescu F, Jaiyesimi I, Petrescu I, Lawler PR, Castillo E, Munoz-Maldonado Y, Imam Z, Narasimhan M, Abbas AE, Konde A, Nair GB. Association of anticoagulation dose and survival in hospitalized COVID-19 patients: A retrospective propensity score-weighted analysis. Eur J Haematol 2020; 106:165-174. [PMID: 33043484 PMCID: PMC7675265 DOI: 10.1111/ejh.13533] [Citation(s) in RCA: 56] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/06/2020] [Accepted: 10/07/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Hypercoagulability may contribute to COVID-19 pathogenicity. The role of anticoagulation (AC) at therapeutic (tAC) or prophylactic doses (pAC) is unclear. OBJECTIVES We evaluated the impact on survival of different AC doses in COVID-19 patients. METHODS Retrospective, multi-center cohort study of consecutive COVID-19 patients hospitalized between March 13 and May 5, 2020. RESULTS A total of 3480 patients were included (mean age, 64.5 years [17.0]; 51.5% female; 52.1% black and 40.6% white). 18.5% (n = 642) required intensive care unit (ICU) stay. 60.9% received pAC (n = 2121), 28.7% received ≥3 days of tAC (n = 998), and 10.4% (n = 361) received no AC. Propensity score (PS) weighted Kaplan-Meier plot demonstrated different 25-day survival probability in the tAC and pAC groups (57.5% vs 50.7%). In a PS-weighted multivariate proportional hazards model, AC was associated with reduced risk of death at prophylactic (hazard ratio [HR] 0.35 [95% confidence interval {CI} 0.22-0.54]) and therapeutic doses (HR 0.14 [95% CI 0.05-0.23]) compared to no AC. Major bleeding occurred more frequently in tAC patients (81 [8.1%]) compared to no AC (20 [5.5%]) or pAC (46 [2.2%]) subjects. CONCLUSIONS Higher doses of AC were associated with lower mortality in hospitalized COVID-19 patients. Prospective evaluation of efficacy and risk of AC in COVID-19 is warranted.
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Affiliation(s)
- Filip Ionescu
- Department of Internal Medicine, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Ishmael Jaiyesimi
- Department of Hematology and Oncology, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Ioana Petrescu
- Department of Internal Medicine, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Patrick R Lawler
- Peter Munk Cardiac Centre, University Health Network, and the Interdepartmental Division of Critical Care Medicine, University of Toronto, Toronto, ON, Canada
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, OUWB school of Medicine, Royal Oak, MI, USA.,Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
| | - Yolanda Munoz-Maldonado
- Department of Hematology and Oncology, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA.,Statistical Savvy Consulting, LLC, Georgetown, TX, USA
| | - Zaid Imam
- Department of Internal Medicine, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | | | - Amr E Abbas
- Department of Cardiovascular Medicine, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Anish Konde
- Department of Hematology and Oncology, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
| | - Girish B Nair
- Division of Pulmonary and Critical Care Medicine, Beaumont Health System, OUWB School of Medicine, Royal Oak, MI, USA
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Aso S, Navarro-Martin A, Castillo R, Padrones S, Castillo E, Montes A, Martínez JI, Cubero N, López R, Rodríguez L, Palmero R, Manresa F, Guerrero T, Molina M. Severity of radiation pneumonitis, from clinical, dosimetric and biological features: a pilot study. Radiat Oncol 2020; 15:246. [PMID: 33109238 PMCID: PMC7590478 DOI: 10.1186/s13014-020-01694-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 10/21/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Radiation pneumonitis (RP) could be a lethal complication of lung cancer treatment. No reliable predictors of RP severity have been recognized. This prospective pilot study was performed to identify early predictors of high grade lung toxicity and to evaluate clinical, biological or dosimetric features associated with different grades of toxicity. METHOD Sixteen patients with non-small cell lung cancer with indication of concurrent chemoradiotherapy using 60 Gy/2 Gy/fraction starting at cycle one of platinum based chemotherapy were included. Bronchoalveolar lavage (BAL), pulmonary function testing (PFT), and 18F-2-fluoro-2-deoxy-D-glucose positron-emission tomography was performed before radiotherapy (RT), after three weeks of treatment, and two months post-RT. For analysis, patients were grouped by grade (low [G1-G2] vs. high [G3-G5]). The two groups were compared to identify predictors of RP. Protein expression BAL and lung tissue metabolism was evaluated in two patients (RP-G1 vs. RP-G3). Categorical variables such as comorbidities, stages and locations were summarized as percentages. Radiation doses, pulmonary function values and time to RP were summarized by medians with ranges or as means with standard deviation. Longitudinal analysis PFT was performed by a T-test. RESULTS All 16 patients developed RP, as follows: G1 (5 pts; 31.3%); G2 (5 pts; 31.3%); G3 (5 pts; 31.3%); and G5 (1 pts; 6.1%). Patients with high grade RP presented significant decrease (p = 0.02) in diffusing lung capacity for carbon monoxide (DLCO) after three weeks of RT. No correlation between dosimetric values and RP grades was observed. BAL analysis of the selected patients showed that CXCL-1, CD154, IL-1ra, IL-23, MIF, PAI-1 and IFN-γ were overexpressed in the lungs of the RP-G3 patient, even before treatment. The pre-RT SUVmax value in the RP-G3 patient was non-significantly higher than in the patient with RP-G1. CONCLUSIONS RT induces some degree of RP. Our data suggest that decrease in DLCO% is the most sensitive parameter for the early detection of RP. Moreover, we detect biological differences between the two grades of pneumonitis, highlighting the potential value of some cytokines as a prognostic marker for developing high grade lung toxicity. Further multicenter studies with larger sample size are essential to validate these findings.
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Affiliation(s)
- Samantha Aso
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
- Laboratory of Respiratory Medicine, IDIBELL, Barcelona University; L'Hospitalet de Llobregat, Barcelona, Spain
| | - Arturo Navarro-Martin
- Department of Radiation Oncology, Catalan Institute of Oncology, L'Hospitalet de Llobregat, Feixa Llarga 199-203, 08908, Barcelona, Spain.
| | - Richard Castillo
- Divisions of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Susana Padrones
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
| | - Edward Castillo
- Divisions of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
| | - Ana Montes
- Laboratory of Respiratory Medicine, IDIBELL, Barcelona University; L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), ISCIII, Barcelona, Spain
| | - José Ignacio Martínez
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
| | - Noelia Cubero
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), ISCIII, Barcelona, Spain
| | - Rosa López
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
- Laboratory of Respiratory Medicine, IDIBELL, Barcelona University; L'Hospitalet de Llobregat, Barcelona, Spain
| | - Laura Rodríguez
- Department of Nuclear Medicine, Bellvitge Universitary Hospital; L'Hospitalet de Llobregat, Barcelona, Spain
| | - Ramon Palmero
- Department of Medical Oncology, Catalan Institute of Oncology: L'Hospitalet de Llobregat, Barcelona, Spain
| | - Federico Manresa
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain
- Laboratory of Respiratory Medicine, IDIBELL, Barcelona University; L'Hospitalet de Llobregat, Barcelona, Spain
- CIBER of Respiratory Diseases (CIBERES), ISCIII, Barcelona, Spain
| | - Thomas Guerrero
- Divisions of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
- The University of Texas Health Science Center, Houston, TX, USA
| | - María Molina
- Department of Respiratory Medicine, Bellvitge University Hospital; L'Hospitalet de Llobregat, Feixa Llarga S/N, 16th Floor, 08907, Barcelona, Spain.
- Laboratory of Respiratory Medicine, IDIBELL, Barcelona University; L'Hospitalet de Llobregat, Barcelona, Spain.
- CIBER of Respiratory Diseases (CIBERES), ISCIII, Barcelona, Spain.
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Castillo E, Castillo R, Vinogradskiy Y, Nair G, Grills I, Guerrero T, Stevens C. Technical Note: On the spatial correlation between robust CT-ventilation methods and SPECT ventilation. Med Phys 2020; 47:5731-5738. [PMID: 33007118 PMCID: PMC7727923 DOI: 10.1002/mp.14511] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 08/03/2020] [Accepted: 09/21/2020] [Indexed: 11/18/2022] Open
Abstract
Purpose The computed tomography (CT)‐derived ventilation imaging methodology employs deformable image registration (DIR) to recover respiratory motion‐induced volume changes from an inhale/exhale CT image pair, as a surrogate for ventilation. The Integrated Jacobian Formulation (IJF) and Mass Conserving Volume Change (MCVC) numerical methods for volume change estimation represent two classes of ventilation methods, namely transformation based and intensity (Hounsfield Unit) based, respectively. Both the IJF and MCVC methods utilize subregional volume change measurements that satisfy a specified uncertainty tolerance. In previous publications, the ventilation images resulting from this numerical strategy demonstrated robustness to DIR variations. However, the reduced measurement uncertainty comes at the expense of measurement resolution. The purpose of this study was to examine the spatial correlation between robust CT‐ventilation images and single photon emission CT‐ventilation (SPECT‐V). Methods Previously described implementations of IJF and MCVC require the solution of a large scale, constrained linear least squares problem defined by a series of robust subregional volume change measurements. We introduce a simpler parameterized implementation that reduces the number of unknowns while increasing the number of data points in the resulting least squares problem. A parameter sweep of the measurement uncertainty tolerance, τ, was conducted using the 4DCT and SPECT‐V images acquired for 15 non‐small cell lung cancer patients prior to radiotherapy. For each test case, MCVC and IJF CT‐ventilation images were created for 30 different uncertainty parameter values, uniformly sampled from the range 0.01,0.25. Voxel‐wise Spearman correlation between the SPECT‐V and the resulting CT‐ventilation images was computed. Results The median correlations between MCVC and SPECT‐V ranged from 0.20 to 0.48 across the parameter sweep, while the median correlations for IJF and SPECT‐V ranged between 0.79 and 0.82. For the optimal IJF tolerance τ=0.07, the IJF and SPECT‐V correlations across all 15 test cases ranged between 0.12 and 0.90. For the optimal MCVC tolerance τ=0.03, the MCVC and SPECT‐V correlations across all 15 test cases ranged between −0.06 and 0.84. Conclusion The reported correlations indicate that robust methods generate ventilation images that are spatially consistent with SPECT‐V, with the transformation‐based IJF method yielding higher correlations than those previously reported in the literature. For both methods, overall correlations were found to marginally vary for τ∈[0.03,0.15], indicating that the clinical utility of both methods is robust to both uncertainty tolerance and DIR solution.
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Affiliation(s)
- Edward Castillo
- Department of Radiation Oncology, Beaumont Health Systems, Royal Oak, MI, USA.,Department of Computational and Applied Mathematics, Rice University, Houston, TX, USA
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, GA, USA
| | | | - Girish Nair
- Department of Internal Medicine, Beaumont Health Systems, Royal Oak, MI, USA
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health Systems, Royal Oak, MI, USA
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health Systems, Royal Oak, MI, USA
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health Systems, Royal Oak, MI, USA
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Childers R, Liotta B, Vilke G, Castillo E, Wang P, Brennan J. 24 Urine Testing Is Associated with an Increased Rate of Antibiotic Use in Emergency Department Patients at Risk of UTI Overdiagnosis. Ann Emerg Med 2020. [DOI: 10.1016/j.annemergmed.2020.09.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Ionescu F, Grasso-Knight G, Castillo E, Naeem E, Petrescu I, Imam Z, Patel VK, Narasimhan M, Nair GB. Therapeutic Anticoagulation Delays Death in COVID-19 Patients: Cross-Sectional Analysis of a Prospective Cohort. TH Open 2020; 4:e263-e270. [PMID: 32995704 PMCID: PMC7519875 DOI: 10.1055/s-0040-1716721] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 08/11/2020] [Indexed: 01/16/2023] Open
Abstract
A hypercoagulable state has been described in coronavirus disease 2019 (COVID-19) patients. Others have reported a survival advantage with prophylactic anticoagulation (pAC) and therapeutic anticoagulation (tAC), but these retrospective analyses have important limitations such as confounding by indication. We studied the impact of tAC and pAC compared with no anticoagulation (AC) on time to death in COVID-19. We performed a cross-sectional analysis of 127 deceased COVID-19 patients and compared time to death in those who received tAC ( n = 67), pAC ( n = 47), and no AC ( n = 13). Median time to death was longer with higher doses of AC (11 days for tAC, 8 days for pAC, and 4 days for no AC, p < 0.001). In multivariate analysis, AC was associated with longer time to death, both at prophylactic (hazard ratio [HR] = 0.29; 95% confidence interval [CI]: 0.15 to 0.58; p < 0.001) and therapeutic doses (HR = 0.15; 95% CI: 0.07 to 0.32; p < 0.001) compared with no AC. Bleeding rates were similar among tAC and remaining patients (19 vs. 18%; p = 0.877). In deceased COVID-19 patients, AC was associated with a delay in death in a dose-dependent manner. Randomized trials are required to prospectively investigate the benefit and safety of higher doses of AC in this population.
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Affiliation(s)
- Filip Ionescu
- Department of Internal Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Giovi Grasso-Knight
- Division of Pulmonary and Critical Care Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
- Department of Computational and Applied Mathematics, Rice University, Texas, United States
| | - Ehsun Naeem
- Department of Internal Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Ioana Petrescu
- Department of Internal Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Zaid Imam
- Department of Internal Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Vishal K. Patel
- Division of Pulmonary and Critical Care Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
| | - Mangala Narasimhan
- Division of Pulmonary and Critical Care Medicine, North Well, New York, New York, United States
| | - Girish B. Nair
- Division of Pulmonary and Critical Care Medicine, Beaumont Health System, Royal Oak, Oakland University William Beaumont School of Medicine, Michigan, United States
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Nair GB, Al-Katib S, Castillo E. Pulmonary Blood Mass and Quantitative Lung Function Imaging in Idiopathic Pulmonary Fibrosis. Radiol Cardiothorac Imaging 2020; 2:e200003. [PMID: 33778586 DOI: 10.1148/ryct.2020200003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 03/17/2020] [Accepted: 03/27/2020] [Indexed: 11/11/2022]
Affiliation(s)
- Girish B Nair
- Division of Pulmonary and Critical Care (G.B.N.), Department of Radiology and Molecular Imaging (S.A.K.), and Department of Radiation Oncology (E.C.), Beaumont Health System, Oakland University William Beaumont School of Medicine, 3535 W 13 Mile Rd, Suite 502, Royal Oak, MI 48073
| | - Sayf Al-Katib
- Division of Pulmonary and Critical Care (G.B.N.), Department of Radiology and Molecular Imaging (S.A.K.), and Department of Radiation Oncology (E.C.), Beaumont Health System, Oakland University William Beaumont School of Medicine, 3535 W 13 Mile Rd, Suite 502, Royal Oak, MI 48073
| | - Edward Castillo
- Division of Pulmonary and Critical Care (G.B.N.), Department of Radiology and Molecular Imaging (S.A.K.), and Department of Radiation Oncology (E.C.), Beaumont Health System, Oakland University William Beaumont School of Medicine, 3535 W 13 Mile Rd, Suite 502, Royal Oak, MI 48073
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Vu CC, Siddiqui ZA, Zamdborg L, Thompson AB, Quinn TJ, Castillo E, Guerrero TM. Deep convolutional neural networks for automatic segmentation of thoracic organs-at-risk in radiation oncology - use of non-domain transfer learning. J Appl Clin Med Phys 2020; 21:108-113. [PMID: 32602187 PMCID: PMC7324695 DOI: 10.1002/acm2.12871] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 11/11/2019] [Accepted: 02/29/2020] [Indexed: 12/20/2022] Open
Abstract
PURPOSE Segmentation of organs-at-risk (OARs) is an essential component of the radiation oncology workflow. Commonly segmented thoracic OARs include the heart, esophagus, spinal cord, and lungs. This study evaluated a convolutional neural network (CNN) for automatic segmentation of these OARs. METHODS The dataset was created retrospectively from consecutive radiotherapy plans containing all five OARs of interest, including 22,411 CT slices from 168 patients. Patients were divided into training, validation, and test datasets according to a 66%/17%/17% split. We trained a modified U-Net, applying transfer learning from a VGG16 image classification model trained on ImageNet. The Dice coefficient and 95% Hausdorff distance on the test set for each organ was compared to a commercial atlas-based segmentation model using the Wilcoxon signed-rank test. RESULTS On the test dataset, the median Dice coefficients for the CNN model vs. the multi-atlas model were 71% vs. 67% for the spinal cord, 96% vs. 94% for the right lung, 96%vs. 94% for the left lung, 91% vs. 85% for the heart, and 63% vs. 37% for the esophagus. The median 95% Hausdorff distances were 9.5 mm vs. 25.3 mm, 5.1 mm vs. 8.1 mm, 4.0 mm vs. 8.0 mm, 9.8 mm vs. 15.8 mm, and 9.2 mm vs. 20.0 mm for the respective organs. The results all favored the CNN model (P < 0.05). CONCLUSIONS A 2D CNN can achieve superior results to commercial atlas-based software for OAR segmentation utilizing non-domain transfer learning, which has potential utility for quality assurance and expediting patient care.
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Affiliation(s)
- Charles C. Vu
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Zaid A. Siddiqui
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Leonid Zamdborg
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Andrew B. Thompson
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Thomas J. Quinn
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Edward Castillo
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
| | - Thomas M. Guerrero
- Beaumont Artificial Intelligence Research LaboratoryBeaumont Health System, Royal OakMIUSA
- Department of Radiation OncologyBeaumont Health System, Royal OakMIUSA
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Nair GB, Castillo E, Myzuik N, Grills I, Stevens C, Guerrero T. Differential Ventilation Pattern on Novel Functional Imaging in a Patient with Unilateral Bronchial Obstruction Caused by Adenoid Cystic Carcinoma. Am J Respir Crit Care Med 2020; 201:e6-e7. [PMID: 31535898 DOI: 10.1164/rccm.201904-0909im] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
| | - Edward Castillo
- Department of Radiation Oncology, Oakland University William Beaumont School of Medicine, Royal Oak, Michigan; and.,Department of Computational and Applied Mathematics, Rice University, Houston, Texas
| | - Nick Myzuik
- Department of Radiation Oncology, Oakland University William Beaumont School of Medicine, Royal Oak, Michigan; and
| | - Inga Grills
- Department of Radiation Oncology, Oakland University William Beaumont School of Medicine, Royal Oak, Michigan; and
| | - Craig Stevens
- Department of Radiation Oncology, Oakland University William Beaumont School of Medicine, Royal Oak, Michigan; and
| | - Thomas Guerrero
- Department of Radiation Oncology, Oakland University William Beaumont School of Medicine, Royal Oak, Michigan; and
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Vinogradskiy Y, Diot Q, Jones B, Castillo R, Castillo E, Kwak J, Bowles D, Grills I, Myziuk N, Guerrero T, Stevens C, Schefter T, Gaspar LE, Kavanagh B, Miften M, Rusthoven C. Evaluating Positron Emission Tomography-Based Functional Imaging Changes in the Heart After Chemo-Radiation for Patients With Lung Cancer. Int J Radiat Oncol Biol Phys 2020; 106:1063-1070. [PMID: 31983558 DOI: 10.1016/j.ijrobp.2019.12.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 11/27/2019] [Accepted: 12/10/2019] [Indexed: 12/25/2022]
Abstract
PURPOSE Studies have noted a link between radiation dose to the heart and overall survival (OS) for patients with lung cancer treated with chemoradiation. The purpose of this study was to characterize pre- to posttreatment cardiac metabolic changes using fluorodeoxyglucose/positron emission tomography (FDG-PET) images and to evaluate whether changes in cardiac metabolism predict for OS. METHODS AND MATERIALS Thirty-nine patients enrolled in a functional avoidance prospective study who had undergone pre- and postchemoradiation FDG-PET imaging were evaluated. For each patient, the pretreatment and posttreatment PET/CTs were rigidly registered to the planning CT, dose, and structure set. PET-based metabolic dose-response was assessed by comparing pretreatment to posttreatment mean standardized uptake values (SUVmean) in the heart as a function of dose-bin. OS analysis was performed by comparing SUVmean changes for patients who were alive or had died at last follow-up and by using a multivariate model to assess whether pre- to posttreatment SUVmean changes were a predictor of OS. RESULTS The dose-response curve revealed increasing changes in SUV as a function of cardiac dose with an average SUVmean increase of 1.7% per 10 Gy. Patients were followed for a median of 437 days (range, 201-1131 days). SUVmean change was significantly predictive of OS on multivariate analysis with a hazard ratio of 0.541 (95% confidence intervals, 0.312-0.937). Patients alive at follow-up had an average increase of 17.2% in cardiac SUVmean while patients that died had an average decrease in SUVmean decrease of 13.5% (P = .048). CONCLUSIONS Our data demonstrated that posttreatment SUV changes in the heart were significant indicators of dose-response and predictors of OS. The present work is hypothesis generating and must be validated in an independent cohort. If validated, our data show the potential for cardiac metabolic changes to be an early predictor for clinical outcomes.
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Affiliation(s)
- Yevgeniy Vinogradskiy
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado.
| | - Quentin Diot
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Bernard Jones
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Richard Castillo
- Department of Radiation Oncology, Emory University, Atlanta, Georgia
| | - Edward Castillo
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Missouri
| | - Jennifer Kwak
- Department of Radiology, University of Colorado School of Medicine, Aurora, Colorado
| | - Daniel Bowles
- Rocky Mountain Regional VA Medical Center, Aurora, Colorado
| | - Inga Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Missouri
| | - Nicholas Myziuk
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Missouri
| | - Thomas Guerrero
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Missouri
| | - Craig Stevens
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, Missouri
| | - Tracey Schefter
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Laurie E Gaspar
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Brian Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Moyed Miften
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
| | - Chad Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado
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Valencia O, Castillo E, Villarreal L, Alvis-Zakzuk N, Santos-Moreno P. HI1 PRELIMINARY COST ANALYSIS OF MISDIAGNOSIS OF RHEUMATOID ARTHRITIS. Value Health Reg Issues 2019. [DOI: 10.1016/j.vhri.2019.08.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Nair G, Galban C, Fortuna A, Castillo E. QUANTITATIVE LUNG FUNCTION IMAGING USING NOVEL INTEGRATED JACOBIAN VENTILATION METHOD IN A HEALTHY COHORT WITH NO RESPIRATORY SYMPTOMS. Chest 2019. [DOI: 10.1016/j.chest.2019.08.861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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Wardi G, White J, Joel I, Tolia V, Castillo E, Meier A, Tainter C, Hsia R, Brennan J. 181 Geriatric Sepsis Remains a Rapidly Rising Source of Health Care Utilization and Admissions. Ann Emerg Med 2019. [DOI: 10.1016/j.annemergmed.2019.08.187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Castillo E, Vinogradskiy Y, Castillo R. Robust HU-based CT ventilation from an integrated mass conservation formulation. Med Phys 2019; 46:5036-5046. [PMID: 31514235 PMCID: PMC6842051 DOI: 10.1002/mp.13817] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 06/26/2019] [Accepted: 08/20/2019] [Indexed: 11/07/2022] Open
Abstract
Computed tomography (CT) ventilation algorithms estimate volume changes induced by respiratory motion. Existing Hounsfield Unit (HU) methods approximate volume change from the measured HU variations between spatially corresponding voxel locations within a temporally resolved CT image pair, assuming that volume changes are caused solely by changes in air content. Numerical implementations require a deformable image registration to determine the inhale/exhale spatial correspondence, a preprocessing lung volume segmentation, a preprocessing high-intensity vessel segmentation, and a post-processing smoothing applied to the raw volume change estimates obtained for each lung tissue voxel. PURPOSE We introduce the novel mass-conserving volume change (MCVC) method for estimating voxel volume changes from the HU values within an inhale/exhale CT image pair. MCVC is based on subregional volume change estimates that possess quantitatively characterized and controllable levels of uncertainty. MCVC is therefore robust to small variations in DIR solutions and the resulting ventilation images are overall more reproducible. In contrast to existing HU methods, MCVC does not require a preprocessing lung vessel segmentation or pre/post-processing Gaussian smoothing. METHODS Subregional volume change estimates are defined in terms of mean density ratios. As such, the corresponding uncertainty is characterized using Gaussian statistics and standard error analysis of the sample density means. A numerical solution is obtained from the MCVC formulation by solving a constrained linear least squares problem defined by a series of subregional volume change estimates. Reproducibility of the MCVC method with respect to DIR solution was assessed using expert-determined landmark point pairs and inhale/exhale phases from 10 four-dimensional CTs (4DCTs) available on www.dir-lab.com. MCVC was also compared to the robust Integrated Jacobian Formulation (IJF), a transformation-based ventilation method. RESULTS The ten Dir-Lab 4DCT cases were registered twice with the same DIR algorithm, but using different degrees of freedom (DIR 1 and DIR 2). Standard HU ventilation (HUV) and MCVC ventilation images were computed for both solutions. The average spatial errors (300 landmarks per case) for DIR 1 ranged between 0.74 and 1.50 mm, whereas for DIR 2 they ranged between 0.68 and 1.18 mm. Despite the differences in spatial errors between the two DIR solutions, the average Pearson correlation between the corresponding HUV images was 0.94 (0.03), while for the MCVC images it was 1.00 (0.00). The average correlation between MCVC and IJF ventilation over the ten test cases was 0.81 (0.14), whereas for HUV and IJF it was 0.56 (1.11). CONCLUSION While HUV is robust to DIR solution, its implementation depends on heuristic Gaussian smoothing and vessel segmentation. MCVC is based on subregional volume change measurements with quantifiable and controllable levels of uncertainty. The subregional approach eliminates the need for Gaussian smoothing and lung vasculature segmentation. Numerical experiments are consistent with the underlying mathematical theory and indicate that MCVC ventilation is more reproducible with respect to DIR algorithm than standard HU methods. MCVC results are also more consistent with the robust IJF method, which suggests that incorporating robustness leads to more consistent results across both DIRs and ventilation algorithms.
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Affiliation(s)
- Edward Castillo
- Department of Radiation OncologyBeaumont Health SystemsRoyal OakMIUSA
- Department of Computational and Applied MathematicsRice UniversityHoustonTXUSA
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Affiliation(s)
- Girish B Nair
- From the Division of Pulmonary and Critical Care Medicine (G.B.N.) and Department of Radiation Oncology (E.C.), Oakland University William Beaumont School of Medicine, 3535 W Thirteen Mile Rd, Suite 502, Royal Oak, MI 48073; and Department of Computational and Applied Mathematics, Rice University, Houston, Tex (E.C.)
| | - Edward Castillo
- From the Division of Pulmonary and Critical Care Medicine (G.B.N.) and Department of Radiation Oncology (E.C.), Oakland University William Beaumont School of Medicine, 3535 W Thirteen Mile Rd, Suite 502, Royal Oak, MI 48073; and Department of Computational and Applied Mathematics, Rice University, Houston, Tex (E.C.)
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