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Levi J, Eck BL, Fahmi R, Wu H, Vembar M, Dhanantwari A, Fares A, Bezerra HG, Wilson DL. Calibration-free beam hardening correction for myocardial perfusion imaging using CT. Med Phys 2019; 46:1648-1662. [PMID: 30689216 PMCID: PMC6453761 DOI: 10.1002/mp.13402] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 11/26/2018] [Accepted: 12/19/2018] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Computed tomography myocardial perfusion imaging (CT-MPI) and coronary CTA have the potential to make CT an ideal noninvasive imaging gatekeeper exam for invasive coronary angiography. However, beam hardening (BH) artifacts prevent accurate blood flow calculation in CT-MPI. BH correction methods require either energy-sensitive CT, not widely available, or typically, a calibration-based method in conventional CT. We propose a calibration-free, automatic BH correction (ABHC) method suitable for CT-MPI and evaluate its ability to reduce BH artifacts in single "static-perfusion" images and to create accurate myocardial blood flow (MBF) in dynamic CT-MPI. METHODS In the algorithm, we used input CT DICOM images and iteratively optimized parameters in a polynomial BH correction until a BH-sensitive cost function was minimized on output images. An input image was segmented into a soft tissue image and a highly attenuating material (HAM) image containing bones and regions of high iodine concentrations, using mean HU and temporal enhancement properties. We forward projected HAM, corrected projection values according to a polynomial correction, and reconstructed a correction image to obtain the current iteration's BH corrected image. The cost function was sensitive to BH streak artifacts and cupping. We evaluated the algorithm on simulated CT and physical phantom images, and on preclinical porcine with optional coronary obstruction and clinical CT-MPI data. Assessments included measures of BH artifact in single images as well as MBF estimates. We obtained CT images on a prototype spectral detector CT (SDCT, Philips Healthcare) scanner that provided both conventional and virtual keV images, allowing us to quantitatively compare corrected CT images to virtual keV images. To stress test the method, we evaluated results on images from a different scanner (iCT, Philips Healthcare) and different kVp values. RESULTS In a CT-simulated digital phantom consisting of water with iodine cylinder insets, BH streak artifacts between simulated iodine inserts were reduced from 13 ± 2 to 0 ± 1 HU. In a similar physical phantom having higher iodine concentrations, BH streak artifacts were reduced from 48 ± 6 to 1 ± 5 HU and cupping was reduced by 86%, from 248 to 23 HU. In preclinical CT-MPI images without coronary obstruction, BH artifact was reduced from 24 ± 6 HU to less than 5 ± 4 HU at peak enhancement. Standard deviation across different regions of interest (ROI) along the myocardium was reduced from 13.26 to 6.86 HU for ABHC, comparing favorably to measurements in the corresponding virtual keV image. Corrections greatly reduced variations in preclinical MBF maps as obtained in normal animals without obstruction (FFR = 1). Coefficients of variations were 22% (conventional CT), 9% (ABHC), and 5% (virtual keV). Moreover, variations in flow tended to be localized after ABHC, giving result which would not be confused with a flow deficit in a coronary vessel territory. CONCLUSION The automated algorithm can be used to reduce BH artifact in conventional CT and improve CT-MPI accuracy particularly by removing regions of reduced estimated flow which might be misinterpreted as flow deficits.
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Affiliation(s)
- Jacob Levi
- Department of PhysicsCase Western Reserve UniversityClevelandOH44106USA
| | - Brendan L. Eck
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOH44106USA
| | - Rachid Fahmi
- Research and Clinical CollaborationsSiemens HealthineersKnoxvilleTNUSA
| | - Hao Wu
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOH44106USA
| | | | | | - Anas Fares
- Cardiovascular Imaging Core LaboratoryHarrington Heart & Vascular InstituteUniversity Hospitals Case Medical CenterClevelandOH44106USA
| | - Hiram G. Bezerra
- Cardiovascular Imaging Core LaboratoryHarrington Heart & Vascular InstituteUniversity Hospitals Case Medical CenterClevelandOH44106USA
| | - David L. Wilson
- Department of Biomedical EngineeringCase Western Reserve UniversityClevelandOH44106USA
- Department of RadiologyCase Western Reserve UniversityClevelandOH44106USA
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Eck BL, Muzic RF, Levi J, Wu H, Fahmi R, Li Y, Fares A, Vembar M, Dhanantwari A, Bezerra HG, Wilson DL. The role of acquisition and quantification methods in myocardial blood flow estimability for myocardial perfusion imaging CT. Phys Med Biol 2018; 63:185011. [PMID: 30113311 PMCID: PMC6264889 DOI: 10.1088/1361-6560/aadab6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
In this work, we clarified the role of acquisition parameters and quantification methods in myocardial blood flow (MBF) estimability for myocardial perfusion imaging using CT (MPI-CT). We used a physiologic model with a CT simulator to generate time-attenuation curves across a range of imaging conditions, i.e. tube current-time product, imaging duration, and temporal sampling, and physiologic conditions, i.e. MBF and arterial input function width. We assessed MBF estimability by precision (interquartile range of MBF estimates) and bias (difference between median MBF estimate and reference MBF) for multiple quantification methods. Methods included: six existing model-based deconvolution models, such as the plug-flow tissue uptake model (PTU), Fermi function model, and single-compartment model (SCM); two proposed robust physiologic models (RPM1, RPM2); model-independent singular value decomposition with Tikhonov regularization determined by the L-curve criterion (LSVD); and maximum upslope (MUP). Simulations show that MBF estimability is most affected by changes in imaging duration for model-based methods and by changes in tube current-time product and sampling interval for model-independent methods. Models with three parameters, i.e. RPM1, RPM2, and SCM, gave least biased and most precise MBF estimates. The average relative bias (precision) for RPM1, RPM2, and SCM was ⩽11% (⩽10%) and the models produced high-quality MBF maps in CT simulated phantom data as well as in a porcine model of coronary artery stenosis. In terms of precision, the methods ranked best-to-worst are: RPM1 > RPM2 > Fermi > SCM > LSVD > MUP [Formula: see text] other methods. In terms of bias, the models ranked best-to-worst are: SCM > RPM2 > RPM1 > PTU > LSVD [Formula: see text] other methods. Models with four or more parameters, particularly five-parameter models, had very poor precision (as much as 310% uncertainty) and/or significant bias (as much as 493%) and were sensitive to parameter initialization, thus suggesting the presence of multiple local minima. For improved estimates of MBF from MPI-CT, it is recommended to use reduced models that incorporate prior knowledge of physiology and contrast agent uptake, such as the proposed RPM1 and RPM2 models.
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Affiliation(s)
- Brendan L Eck
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States of America
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You S, Jung HY, Lee C, Choe YH, Heo JY, Gang GT, Byun SK, Kim WK, Lee CH, Kim DE, Kim YI, Kim Y. High-performance dendritic contrast agents for X-ray computed tomography imaging using potent tetraiodobenzene derivatives. J Control Release 2016; 226:258-67. [PMID: 26812006 DOI: 10.1016/j.jconrel.2016.01.036] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Revised: 01/13/2016] [Accepted: 01/21/2016] [Indexed: 10/22/2022]
Abstract
The use of computed tomography (CT) for vascular imaging is critical in medical emergencies requiring urgent diagnostic decisions, such as cerebral ischemia and many cardiovascular diseases. Small-molecule iodinated contrast media are often injected intravenously as radiopaque agents during CT imaging to achieve high contrast enhancement of vascular systems. The rapid excretion rate of these agents is overcome by injecting a significantly high dose of iodine, which can have serious side effects. Here we report a simple method to prepare blood-pool contrast agents for CT based on dendrimers for the first time using tetraiodobenzene derivatives as potent radiopaque moieties. Excellent in vivo safety has been demonstrated for these small (13-22nm) unimolecular water-soluble dendritic contrast agents, which exhibit high contrast enhancement in the blood-pool and effectively extend their blood half-lives. Our method is applicable to virtually any scaffold with suitable surface groups and may fulfill the current need for safer, next-generation iodinated CT contrast agents.
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Affiliation(s)
- Suyeon You
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea
| | - Hye-Youn Jung
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea
| | - Chaewoon Lee
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea
| | - Yun Hui Choe
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea
| | - Ju Young Heo
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea; Department of Chemistry, Korea Advanced Institute of Science and Technology, Daejeon 305-701, Republic of Korea
| | - Gil-Tae Gang
- Laboratory Animal Resource Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea
| | - Sang-Kyung Byun
- Functional Genomics Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea; Korea University of Science and Technology (UST), Daejeon 305-350, Republic of Korea
| | - Won Kon Kim
- Functional Genomics Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea; Korea University of Science and Technology (UST), Daejeon 305-350, Republic of Korea
| | - Chul-Ho Lee
- Laboratory Animal Resource Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea; Korea University of Science and Technology (UST), Daejeon 305-350, Republic of Korea
| | - Dong-Eog Kim
- Department of Neurology, Dongguk University Ilsan Hospital, Goyang 410-773, Republic of Korea
| | - Young Il Kim
- Department of Radiology, Seoul National University Hospital, Seoul 110-744, Republic of Korea
| | - Yoonkyung Kim
- Biomedical Translational Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-806, Republic of Korea; Korea University of Science and Technology (UST), Daejeon 305-350, Republic of Korea.
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Teraphongphom N, Chhour P, Eisenbrey JR, Naha PC, Witschey WRT, Opasanont B, Jablonowski L, Cormode DP, Wheatley MA. Nanoparticle Loaded Polymeric Microbubbles as Contrast Agents for Multimodal Imaging. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2015; 31:11858-67. [PMID: 26446176 PMCID: PMC4818153 DOI: 10.1021/acs.langmuir.5b03473] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Ultrasound contrast agents are typically microbubbles (MB) with a gas core that is stabilized by a shell made of lipids, proteins, or polymers. The high impedance mismatch between the gas core and an aqueous environment produces strong contrast in ultrasound (US). Poly(lactic acid) (PLA) MB, previously developed in our laboratory, have been shown to be highly echogenic both in vitro and in vivo. Combining US with other imaging modalities such as fluorescence, magnetic resonance imaging (MRI), or computerized tomography (CT) could improve the accuracy of many US applications and provide more comprehensive diagnostic information. Furthermore, our MB have the capacity to house a drug in the PLA shell and create drug-loaded nanoparticles in situ when passing through an ultrasound beam. To create multimodal contrast agents, we hypothesized that the polymer shell of our PLA MB platform could accommodate additional payloads. In this study, we therefore modified our current MB by encapsulating nanoparticles including aqueous or organic quantum dots (QD), magnetic iron oxide nanoparticles (MNP), or gold nanoparticles (AuNP) to create bimodality platforms in a manner that minimally compromised the performance of each individual imaging technique.
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Affiliation(s)
- Nutte Teraphongphom
- School of Biomedical Engineering, Science and Health Systems, Drexel University , Philadelphia, Pennsylvania 19104 United States
| | - Peter Chhour
- Department of Radiology, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
| | - John R Eisenbrey
- Department of Radiology, Thomas Jefferson University , Philadelphia, Pennsylvania 19107, United States
| | - Pratap C Naha
- Department of Radiology, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
| | - Walter R T Witschey
- Department of Radiology, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
- Department of Surgery, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
| | - Borirak Opasanont
- Chemical and Biological Engineering Department, Drexel University , Philadelphia, Pennsylvania 19104 United States
| | - Lauren Jablonowski
- School of Biomedical Engineering, Science and Health Systems, Drexel University , Philadelphia, Pennsylvania 19104 United States
| | - David P Cormode
- Department of Radiology, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
- Department of Bioengineering, School of Engineering and Applied Science, University of Pennsylvania , Philadelphia, Pennsylvania 19104, United States
| | - Margaret A Wheatley
- School of Biomedical Engineering, Science and Health Systems, Drexel University , Philadelphia, Pennsylvania 19104 United States
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Kandanapitiye MS, Gao M, Molter J, Flask CA, Huang SD. Synthesis, characterization, and X-ray attenuation properties of ultrasmall BiOI nanoparticles: toward renal clearable particulate CT contrast agents. Inorg Chem 2014; 53:10189-94. [PMID: 25283335 PMCID: PMC4186669 DOI: 10.1021/ic5011709] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Indexed: 12/12/2022]
Abstract
A unique decelerated hydrolytic procedure is developed and reported here for the preparation of ultrasmall nanoparticles (NPs) of PVP-coated BiOI with a narrow size distribution, i.e., 2.8 ± 0.5 nm. The crystal structure of this compound is determined by X-ray powder diffraction using the bulk materials. The stability, cytotoxicity, and potential use of the PVP-coated ultrasmall BiOI NPs as a CT contrast agent are investigated. Because of the combined X-ray attenuation effect of bismuth and iodine, such NPs exhibit a CT value that is among the best of those of the inorganic nanoparticle-based CT contrast agents reported in the literature.
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Affiliation(s)
- Murthi S. Kandanapitiye
- Department
of Chemistry and Biochemistry and Liquid Crystal Institute, Kent State University, Kent, Ohio 44240, United States
| | - Min Gao
- Department
of Chemistry and Biochemistry and Liquid Crystal Institute, Kent State University, Kent, Ohio 44240, United States
| | - Joseph Molter
- Case Center for Imaging Research
at Department of Radiology, Department of Biomedical Engineering, and Department of
Pediatrics, Case Western Reserve University, Cleveland, Ohio 44106, United States
| | - Chris A. Flask
- Case Center for Imaging Research
at Department of Radiology, Department of Biomedical Engineering, and Department of
Pediatrics, Case Western Reserve University, Cleveland, Ohio 44106, United States
| | - Songping D. Huang
- Department
of Chemistry and Biochemistry and Liquid Crystal Institute, Kent State University, Kent, Ohio 44240, United States
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Beija M, Li Y, Duong HT, Laurent S, Elst LV, Muller RN, Lowe AB, Davis TP, Boyer C. Polymer–gold nanohybrids with potential use in bimodal MRI/CT: enhancing the relaxometric properties of Gd(iii) complexes. ACTA ACUST UNITED AC 2012. [DOI: 10.1039/c2jm34999j] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Perera VS, Hao J, Gao M, Gough M, Zavalij PY, Flask C, Basilion JP, Huang SD. Nanoparticles of the novel coordination polymer KBi(H2O)2[Fe(CN)6]·H2O as a potential contrast agent for computed tomography. Inorg Chem 2011; 50:7910-2. [PMID: 21797245 DOI: 10.1021/ic200587s] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An aqueous synthetic procedure for preparing nanoparticles of the novel potassium bismuth ferrocyanide coordination polymer KBi(H(2)O)(2)[Fe(CN)(6)]·H(2)O is reported. The crystal structure of this coordination polymer is determined through X-ray powder diffraction using the bulk materials. The stability, cytotoxicity, and potential use of such nanoparticles coated with PVP as a CT contrast agent are investigated.
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Affiliation(s)
- Vindya S Perera
- Department of Chemistry and Biochemistry, Kent State University, Kent, Ohio 44240, USA
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Eck W, Nicholson AI, Zentgraf H, Semmler W, Bartling S. Anti-CD4-targeted gold nanoparticles induce specific contrast enhancement of peripheral lymph nodes in X-ray computed tomography of live mice. NANO LETTERS 2010; 10:2318-2322. [PMID: 20496900 DOI: 10.1021/nl101019s] [Citation(s) in RCA: 104] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Antibody-conjugated gold nanoparticles have been applied as a biologically targeted contrast agent in live mice for one of the most widely used medical imaging methods, X-ray computed tomography. Such nanoprobes directed toward the CD4 receptor lead to distinctly enhanced X-ray contrast of peripheral lymph nodes. This study demonstrates the general feasibility of biologically specific X-ray imaging in living animals and discusses basic requirements for the use of nanoparticles as a targeted X-ray contrast agent.
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Affiliation(s)
- Wolfgang Eck
- Applied Physical Chemistry, University of Heidelberg, Heidelberg, Germany.
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Alric C, Taleb J, Le Duc G, Mandon C, Billotey C, Le Meur-Herland A, Brochard T, Vocanson F, Janier M, Perriat P, Roux S, Tillement O. Gadolinium chelate coated gold nanoparticles as contrast agents for both X-ray computed tomography and magnetic resonance imaging. J Am Chem Soc 2008; 130:5908-15. [PMID: 18407638 DOI: 10.1021/ja078176p] [Citation(s) in RCA: 355] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Functionalized gold nanoparticles were applied as contrast agents for both in vivo X-ray and magnetic resonance imaging. These particles were obtained by encapsulating gold cores within a multilayered organic shell which is composed of gadolinium chelates bound to each other through disulfide bonds. The contrast enhancement in MRI stems from the presence of gadolinium ions which are entrapped in the organic shell, whereas the gold core provides a strong X-ray absorption. This study revealed that these particles suited for dual modality imaging freely circulate in the blood vessels without undesirable accumulation in the lungs, spleen, and liver.
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Affiliation(s)
- Christophe Alric
- Laboratoire de Physico-Chimie des Matériaux Luminescents, UMR 5620 CNRS-Université Claude Bernard Lyon 1, 69622 Villeurbanne Cedex, France
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Frullano L, Meade TJ. Multimodal MRI contrast agents. J Biol Inorg Chem 2007; 12:939-49. [PMID: 17659368 DOI: 10.1007/s00775-007-0265-3] [Citation(s) in RCA: 193] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2007] [Accepted: 05/10/2007] [Indexed: 02/04/2023]
Affiliation(s)
- Luca Frullano
- Department of Chemistry, Biochemistry and Molecular and Cell Biology, Neurobiology and Physiology, Radiology, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, USA
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Abstract
The emerging and rapidly growing field of molecular and genomic imaging is providing new opportunities to directly visualize the biology of living organisms. By combining our growing knowledge regarding the role of specific genes and proteins in human health and disease, with novel ways to target these entities in a manner that produces an externally detectable signal, it is becoming increasingly possible to visualize and quantify specific biological processes in a non-invasive manner. All the major imaging modalities are contributing to this new field, each with its unique mechanisms for generating contrast and trade-offs in spatial resolution, temporal resolution and sensitivity with respect to the biological process of interest. Much of the development in molecular imaging is currently being carried out in animal models of disease, but as the field matures and with the development of more individualized medicine and the molecular targeting of new therapeutics, clinical translation is inevitable and will likely forever change our approach to diagnostic imaging. This review provides an introduction to the field of molecular imaging for readers who are not experts in the biological sciences and discusses the opportunities to apply a broad range of imaging technologies to better understand the biology of human health and disease. It also provides a brief review of the imaging technology (particularly for x-ray, nuclear and optical imaging) that is being developed to support this new field.
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Affiliation(s)
- Simon R Cherry
- Department of Biomedical Engineering, University of California, Davis, CA, USA.
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