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Pallanch J, Yu L, Delone D, Robb R, Holmes DR, Camp J, Edwards P, McCollough CH, Ponikau J, Dearking A, Lane J, Primak A, Shinkle A, Hagan J, Frigas E, Ocel JJ, Tombers N, Siwani R, Orme N, Reed K, Jerath N, Dhillon R, Kita H. Three-dimensional volumetric computed tomographic scoring as an objective outcome measure for chronic rhinosinusitis: clinical correlations and comparison to Lund-Mackay scoring. Int Forum Allergy Rhinol 2013; 3:963-72. [PMID: 24106202 PMCID: PMC3971423 DOI: 10.1002/alr.21219] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Revised: 06/28/2013] [Accepted: 08/01/2013] [Indexed: 11/06/2022]
Abstract
BACKGROUND We aimed to test the hypothesis that three-dimensional (3D) volume-based scoring of computed tomography (CT) images of the paranasal sinuses was superior to Lund-Mackay CT scoring of disease severity in chronic rhinosinusitis (CRS). We determined correlation between changes in CT scores (using each scoring system) with changes in other measures of disease severity (symptoms, endoscopic scoring, and quality of life) in patients with CRS treated with triamcinolone. METHODS The study group comprised 48 adult subjects with CRS. Baseline symptoms and quality of life were assessed. Endoscopy and CT scans were performed. Patients received a single systemic dose of intramuscular triamcinolone and were reevaluated 1 month later. Strengths of the correlations between changes in CT scores and changes in CRS signs and symptoms and quality of life were determined. RESULTS We observed some variability in degree of improvement for the different symptom, endoscopic, and quality-of-life parameters after treatment. Improvement of parameters was significantly correlated with improvement in CT disease score using both CT scoring methods. However, volumetric CT scoring had greater correlation with these parameters than Lund-Mackay scoring. CONCLUSION Volumetric scoring exhibited higher degree of correlation than Lund-Mackay scoring when comparing improvement in CT score with improvement in score for symptoms, endoscopic exam, and quality of life in this group of patients who received beneficial medical treatment for CRS.
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Affiliation(s)
- John Pallanch
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Lifeng Yu
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - David Delone
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Rich Robb
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - David R. Holmes
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Jon Camp
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Phil Edwards
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Cynthia H. McCollough
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Jens Ponikau
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Amy Dearking
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - John Lane
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Andrew Primak
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Aaron Shinkle
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - John Hagan
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Evangelo Frigas
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Joseph J. Ocel
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Nicole Tombers
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Rizwan Siwani
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Nicholas Orme
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Kurtis Reed
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Nivedita Jerath
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Robinder Dhillon
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
| | - Hirohito Kita
- Department of Otorhinolaryngology–Head and Neck Surgery (Drs Pallanch and Dearking, and Ms Tombers), Department of Radiology (Drs DeLone, Yu, Lane, and McCollough), Department of Physiology and Biomedical Engineering (Messrs Camp and Edwards, and Drs Holmes and Robb), Division of Allergic Diseases (Drs Hagan, Frigas and Kita), and Department of Immunology (Dr Kita), Department of Pediatric and Adolescent Medicine (Dr. Siwani), Department of Cardiovascular Diseases (Dr. Orme), Department of Dermatologic Surgery (Dr. Reed), Mayo Clinic, Rochester, Minnesota. University of Alabama, Birmingham (Dr. Shinkle); Radiologists of North Iowa, Mason City, Iowa (Dr. Ocel); University of Buffalo, Buffalo, New York (Dr. Ponikau); Siemens Corporation: (Dr. Primak); Wayne State University: (Dr. Dhillon); University of Iowa: (Dr. Jerath)
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