Ronnie Sebro, MD
Department of Musculoskeletal Imaging, Division of Diagnostic Imaging
Present Title & Affiliation
Primary Appointment
Professor, Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas
Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX
Professor, Department of Musculoskeletal Imaging, The University of Texas MD Anderson Cancer Center, Houston, Texas
Education & Training
Degree-Granting Education
| 2008 | University of California, San Francisco, California, US, Doctor of Medicine |
| 2007 | Stanford University School of Medicine Harvard University, Boston, Massachusetts, US, Biostatistics, PhD |
| 2002 | Harvard School for Public Health, Boston, Massachusetts, US, Biostatistics, MS |
| 2000 | Morehouse College, Atlanta, Georgia, US, Biology, BS summa cum laude |
Postgraduate Training
| null-2008 | Medicine, Stanford University Hospitals and Clinics, Stanford,, California |
| null-2013 | Postgraduate Fellow, UCSF Statistical Genetics, San Francisco, California |
| null-2013 | Radiology, UCSF Diagnostic Radiology, San Francisco, California |
| null-2014 | Fellowship, Massachusetts General Hospital, Boston, Massachusetts |
Licenses & Certifications
| 2024 | Texas Medical Board |
| 2022 | Arizona Medical Board |
| 2021 | Minnesota Board of Medical Practice |
| 2016 | New Jersey State Board of Medical Examiners |
| 2015 | Medical Physician and Surgeon |
| 2013 | Massachusetts Board of Registration |
| 2009 | Medical Board of California |
Experience & Service
Faculty Academic Appointments
Professor of Orthopedics, Mayo Clinic, Jacksonville, Florida, 2022 - 2025
Professor of Biostatistics, Mayo Clinic, Jacksonville, Florida, 2022 - 2025
Professor of Radiology, Mayo Clinic, Jacksonville, Florida, 2022 - 2025
Assistant Professor of Orthopedics, University of Pennsylvania, Philadelphia, Pennsylvania, 2015 - 2020
Assistant Professor of Genetics, University of Pennsylvania, Philadelphia, Pennsylvania, 2015 - 2020
Assistant Professor of Biostatistics, The University of Texas MD Anderson Cancer Center, Philadelphia, Pennsylvania, 2015 - 2020
Assistant Professor of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, 2015 - 2020
Extramural Institutional Committee Activities
Member, Quality Committee, Mayo Clinic, 2024 - Present
Member, Musculoskeletal Radiology Fellowship Committee, Mayo Clinic, 2020 - 2024
Member, Faculty Recruitment Committee, Mayo Clinic, 2020 - 2021
Member, Radiology Residency Selection Committee, Mayo Clinic, 2020 - 2021
Editorial Activities
Associate Editor, Journal of Imaging Informatics in Medicine, 2019 - Present
Deputy Editor, Radiology: Artificial Intelligence, 2018 - Present
Associate Editor, BMC Musculoskeletal Disorders, 2017 - Present
Honors & Awards
| 2024 - Present | Clinical Research Internship Study Program (CRISP) Outstanding Mentor Award |
| 2023 - Present | Researcher of the Year, Mayo Clinic Florida Department of Radiology |
| 2019 - Present | Mentor, Dean’s Best Medical Student Paper University of Pennsylvania |
| 2017 - Present | Robert Wood Johnson Foundation Harold Amos Medical Faculty Development Program semifinalist |
| 2017 - Present | Dr. Edward S. Cooper Leadership Training Program, Wharton School of Business, University of Pennsylvania |
| 2017 - Present | Radiology Society of North America (RSNA) Research Scholar |
| 2014 - Present | American Society for Human Genetics (ASHG) Epstein Award Semifinalist |
| 2014 - Present | Federation of American Societies for Experimental Biology (FASEB)/Maximizing Access to Research Careers (MARC) Travel Award |
| 2014 - Present | Radiological Society of North America (RSNA) Introduction to Research for Young Academics (IRIYA) |
| 2013 - Present | American Roentgen Ray Society (ARRS) Residents in Radiology Research Executive Council Award |
| 2013 - Present | Massachusetts General Hospital (MGH) Imaging Schlaeger Research Fellowship Award |
| 2013 - Present | University of California, San Francisco (UCSF) Margulis Society Outstanding Resident in Research Award |
| 2012 - Present | Human Genome Meeting (HGM) Postdoctoral Poster Finalist |
| 2012 - Present | American Society for Human Genetics (ASHG) Epstein Post-doctoral Fellow Award Semifinalist |
| 2012 - Present | Association for University Radiologists (AUR) Research Trainee Award |
| 2012 - Present | UCSF Clinical & Translational Science Institute (CTSI), Resident Research Travel Award |
| 2012 - Present | Society for Computed Body Tomography and Magnetic Resonance Imaging (SCBT-MR) Poster Finalist |
| 2005 - Present | Kaplan Student National Medical Association (SNMA) Scholarship |
| 2005 - Present | Stanford University (SNMA) Member of the Year |
| 2003 - Present | Stanford University Medical Scholar Grant |
| 2000 - Present | Howard Hughes Medical Institute (HHMI) Pre-doctoral Fellow |
| 2000 - Present | National Society of Black Engineers (NSBE) Torch Bearer |
| 2000 - Present | AUC Most Outstanding Aspiring Biomedical Engineering Student |
| 2000 - Present | Most Outstanding Pre-engineering Student (AUC) |
| 2000 - Present | Summa Cum Laude, Morehouse College |
| 2000 - Present | Pfizer Academic Scholarship |
| 1999 - Present | National Society of Black Engineers (NSBE) Torch Bearer |
| 1999 - Present | Certificate of Excellence – Morehouse College Department of Mathematics |
| 1999 - Present | Pi Delta Phi – National French Honor Society |
| 1999 - Present | Ronald McDonald House Charities (RMHC)/ United Negro College Fund (UNCF) Health and Medical Scholarship recipient |
| 1999 - Present | AUC Most Outstanding Aspiring Biomedical Engineering Student |
| 1999 - Present | Most Outstanding Sophomore Engineering Student (AUC) |
| 1999 - Present | National Society of Black Engineers (NSBE) Torch Bearer |
| 1999 - Present | Beta Kappa Chi – National Scientific Honor Society |
| 1999 - Present | Alpha Epsilon Delta – Georgia Premedical Students’ Honor Society |
| 1999 - Present | Imhotep Award –AUC Dual Degree Engineering Program |
| 1999 - Present | Atlanta University Center (AUC) Digest Scholarship |
| 1999 - Present | NALCO Scholarship Recipient |
| 1998 - Present | AUC Most Outstanding Aspiring Biomedical Engineering Student |
| 1998 - Present | National Society of Black Engineers (NSBE) Torch Bearer |
| 1998 - Present | Certificate of Excellence – Morehouse College Department of Mathematics |
| 1997 - Present | Morehouse College Academic Scholarship |
Professional Memberships
Selected Presentations & Talks
Local Presentations
- 2024. Radiomics for bone and soft tissue tumors. Invited. Houston, Texas, US.
- 2019. The intersection between nuclear medicine and musculoskeletal radiology. Invited, US.
- 2019. Machine learning in sarcomas. =, =, US.
- 2019. The rise of the machines: artificial intelligence and implications for bone and soft tissue lesions. Invited, US.
- 2018. Incidental Bone and Soft Tissue Findings on Call. Invited. Mt. Hope, TT.
- 2018. Musculoskeletal Interventions. Invited, US.
- 2018. Science and sociology of non-random mating in Jewish communities. Invited, US.
- 2018. Musculoskeletal Interventions. Invited, US.
- 2018. How to become an Academic radiologist. Invited, US.
- 2018. Ancestry attracts, but love is blind: Implications of structured mating. Invited, US.
- 2017. Introduction to soft tissue sarcomas. Invited. Maywood, IL, US.
- 2017. A Novel PET/CT tracer for evaluation of soft tissue sarcomas. Invited, US.
- 2017. Radiology Residents Board review session. Invited. New Orleans, LA, US.
- 2017. Introduction to MRI of the foot and ankle II. Invited, US.
- 2017. Introduction to MRI of the foot and ankle I. Invited, US.
- 2017. Challenges getting into Radiology Residency in North America. Invited. Nassau, BS.
- 2016. Difficult musculoskeletal radiology cases. Invited. Mt Hope, TT.
Regional Presentations
- 2024. Support vector machines are better than principal components analysis for opportunistic screening for osteoporosis using CT scans of the ankles or foot, US.
- 2024. Generation of 3-dimensional confidence ellipsoids for evaluation of multivariate data. Portland, Oregon, US.
- 2023. Opportunistic screening for osteoporosis using CT scans of the chest using machine learning, US.
- 2023. Opportunistic screening for osteoporosis using CT scans of the abdomen and pelvis using machine learning, US.
- 2023. AI in musculoskeletal radiology, US.
- 2018. Novel Preclinical PET/CT Tracers for the Evaluation of Sarcomas. Baltimore, Maryland, US.
- 2018. Sports Injuries of the hip. Buenos Aires, AR.
- 2018. Musculoskeletal Cases. Philadelphia, PA, US.
- 2018. Tumor and Tumor-Like Lesions. Tel Aviv, IL.
- 2018. Scoliosis – What radiographic measurements do I really need?. Tel Aviv, IL.
- 2018. Deformity – how severe a deformity can be treated. Tel Aviv, IL.
- 2018. What’s new in bone and soft tissue tumors. Buenos Aires, AR.
- 2017. The failed back – Now what?. Tel Aviv, IL.
- 2013. Geographic genetic diversity in the United States and implications for genomewide association studies. Chicago, IL, US.
- 2013. Reconstructing the genetic demography of the United States. Boston, MA, US.
- 2012. Value of True Whole-Body FDG PET/CT Scanning Protocol in Oncology: Optimization of Its Use Based on Primary Diagnosis. San Antonio, Texas, US.
Formal Peers
- 2025. Osteoporosis and osteopenia. Houston, Texas, US.
Grant & Contract Support
| Date: | 2027 - Present |
| Title: | Longitudinal Multivariate Skeletal Phenotyping for Improved Osteoporotic Fracture Prediction |
| Funding Source: | NIH |
| Role: | PI |
| ID: | 1R01AR089684-01 |
| Date: | 2026 - 2031 |
| Title: | ECOG-ACRIN NCTN Operations Center Grant |
| Funding Source: | NIH |
| Role: | PI |
| ID: | 2U10CA180820-12 |
| Date: | 2026 - 2028 |
| Title: | Assortative Mating and Parent-of-Origin Epigenetic Effects in Autism Spectrum Disorder: A Multi-Cohort Analysis of Genetic and Methylation Patterns |
| Funding Source: | Simons Foundation |
| Role: | Co-I |
| ID: | FP00027677 |
| Date: | 2025 - 2028 |
| Title: | Developing a clinically effective multiparametric MRI model to differentiate imaging signatures of treatment-naïve osteosarcoma subtypes and evaluate response |
| Funding Source: | CPRIT |
| Role: | Co-I |
| ID: | R-26.1-IIRACSBC |
| Date: | 2024 - 2029 |
| Title: | EB035231 |
| Funding Source: | NIH |
| Role: | PI |
| Date: | 2024 - 2025 |
| Title: | Mayo Clinic Pilot Grant |
| Funding Source: | Mayo Clinic |
| Role: | PI |
| Date: | 2019 - 2022 |
| Title: | MH120739 |
| Funding Source: | NIH |
| Role: | Co-I |
| Date: | 2019 - Present |
| Title: | Steps to Cure Sarcoma Pilot Grant |
| Funding Source: | NIH |
| Role: | PI |
| Date: | 2018 - Present |
| Title: | University of Pennsylvania McCabe Pilot Grant |
| Funding Source: | NIH |
| Role: | PI |
| Date: | 2017 - 2019 |
| Title: | Radiology Society of North America Research Scholar |
| Funding Source: | NIH |
| Role: | PI |
Selected Publications
Peer-Reviewed Articles
- Jo S, Sebro R. Artificial Intelligence and Machine Learning for Osteoarthritis and Cartilage Assessment. Radiol Clin North Am 64(2):285-294, 2026. e-Pub 2026. PMID: 41656050.
- Weissenkampen JD, Ghorai A, Carneiro TN, Fasolino M, Gehringer BN, Rajan M, Dow HC, Kunatharaju S, Roenneberg T, Sebro R, Rader DJ, Keenan B, Almasy L, Brodkin ES, Bucan M. Sleep and activity patterns in autism. Autism 30(3):767-787, 2026. e-Pub 2026. PMID: 41641503.
- Manasi A, Sebro RA, Wilke BK, Garner HW, Peterson JJ, Stanborough RO. MRI surveillance for musculoskeletal sarcoma recurrence: is axial-only imaging good enough?. Skeletal Radiol, 2026. e-Pub 2026. PMID: 41609818.
- White RD, Demirer M, Sebro R, Cortopassi IO, Stowell JT, McCann MR, Barry T, Appleton CP, Helgeson SA, Erdal BS. Artificial intelligence improves detection and classification of pulmonary venous hypertension related to left ventricular diastolic dysfunction by chest radiography. Scientific reports 15(1), 2025. e-Pub 2025. PMID: 41174036.
- Koyya HR, Meredith E, Gharehmohammadi F, Elmahdy M, Sebro R. A statistical model to determine the optimal bone mineral density (BMD) screening schedule in liver transplant recipients. J Liver Transpl 20:100295, 2025. e-Pub 2025. PMID: 42266871.
- Sebro R, Elmahdy M. Optimized surveillance frequency for low bone mineral density (BMD) screening using dual-energy X-ray absorptiometry (DXA) in patients after lung transplant. J Heart Lung Transplant 44(3):404-411, 2025. e-Pub 2025. PMID: 39521196.
- Gharehmohammadi F, Sebro R. Deep learning opportunistic screening for osteoporosis and osteopenia using radiographs of the foot or ankle - A pilot study. Eur J Radiol 184:111980, 2025. e-Pub 2025. PMID: 39946811.
- Zhang, J, Weissenkampen, JD, Kember, RL, Hougaard, DM, Bybjerg-Grauholm, J, Werge, T, Als, TD, Rosengren, A, Grove, J, Børglum, AD, Robinson, EB, Brodkin, ES, Almasy, L, Bucan, M, Sebro, R. Phenotypic and ancestry-related assortative mating in autism. Molecular Autism 15(1), 2024. e-Pub 2024. PMID: 38877467.
- Sebro R, Elmahdy M. Utilizing generalized linear mixed effects models for prediction of bone mineral decrease after lung transplant - a preliminary study. Stud Health Technol Inform 316:1790-1794, 2024. e-Pub 2024. PMID: 39176838.
- Mohammadi FG, Ronnie S. Opportunistic screening for osteoporosis using hand radiographs - a feature augmentation study technique (FAST). Stud Health Technol Inform 316:332-333, 2024. e-Pub 2024. PMID: 39176740.
- Sebro, R, De la Garza Ramos, C. Can we screen opportunistically for low bone mineral density using CT scans of the shoulder and artificial intelligence?. The British journal of radiology 97(1160):1450-1460, 2024. e-Pub 2024. PMID: 38837337.
- Jo S, Sebro RA, Zhang L, Wang Z, Chang L, Hochberg MC, Mitchell BD. A Preliminary Study of Quantitative MRI Cartilage Loss Fraction and Its Association With Future Arthroplasty Using the Osteoarthritis Initiative Database. Cureus 16(7):e64279, 2024. e-Pub 2024. PMID: 39130899.
- Weissenkampen JD, Ghorai A, Fasolino M, Gehringer B, Rajan M, Dow HC, Sebro R, Rader DJ, Keenan BT, Almasy L, Brodkin ES, Bucan M. Sleep and Activity Patterns in Autism Spectrum Disorder. bioRxiv, 2024. e-Pub 2024. PMID: 38766266.
- Perez-Downes, JC, Tseng, AS, McConn, KA, Elattar, SM, Sokumbi, O, Sebro, R, Allyse, MA, Dangott, BJ, Carter, RE, Adedinsewo, D. Mitigating Bias in Clinical Machine Learning Models. Curr Treat Options Cardio Med 26(3):29-45, 2024. e-Pub 2024.
- Sebro, R. Advancing Diagnostics and Patient Care. Seminars in Musculoskeletal Radiology 28(1):3-13, 2024. e-Pub 2024. PMID: 38330966.
- Sebro R, De la Garza-Ramos C, Peterson JJ. Detecting whether L1 or other lumbar levels would be excluded from DXA bone mineral density analysis during opportunistic CT screening for osteoporosis using machine learning. Int J Comput Assist Radiol Surg 18(12):2261-2272, 2023. e-Pub 2023. PMID: 37219803.
- Iturregui JM, Sebro RA, Baranek M, Garner HW, Stanborough RO, Goulding RA, Ledford CK, Wilke BK. Direct anterior approach associated with lower dislocation risk after primary total hip arthroplasty in patients with prior lumbar spine fusion. Hip Int 33(6):1043-1048, 2023. e-Pub 2023. PMID: 36891586.
- Sebro RA, Elmahdy M. Machine learning for opportunistic screening for osteoporosis and osteopenia using knee CT scans. Can Assoc Radiol J 74(4):676-687, 2023. e-Pub 2023. PMID: 36960893.
- Sebro RA, Kahn CE. Automated detection of causal relationships among diseases and imaging findings in textual radiology reports. J Am Med Inform Assoc 30(10):1701-1706, 2023. e-Pub 2023. PMID: 37381076.
- Foster D, Sebro R, Garner H, Stanborough R, Spaulding AC, Goulding K, Houdek M, Wilke B. Intravenous tranexamic acid is associated with an increased risk of pulmonary embolism following sarcoma resection. J Surg Oncol 128(5):869-876, 2023. e-Pub 2023. PMID: 37428014.
- Elmahdy M, Sebro R. A snapshot of artificial intelligence research 2019-2021: is it replacing or assisting physicians?. J Am Med Inform Assoc 30(9):1552-1557, 2023. e-Pub 2023. PMID: 37279884.
- Sebro R, De la Garza-Ramos C. Statistically based nomograms for the minimal needle length required to achieve intra-articular fluoroscopic-guided injections of the shoulder, hip, and knee. PM R 15(7):853-864, 2023. e-Pub 2023. PMID: 35706365.
- Choudhury P, Billings SJ, Bestic JM, Peterson JJ, Stanborough RO, Garner HW, Sebro R. Radiologists should use the hip-knee-ankle angle rather than the mechanical axis deviation to describe knee alignment. Skeletal Radiol 52(6):1159-1167, 2023. e-Pub 2023. PMID: 36374317.
- Mohammadi FG, Sebro R. Opportunistic Screening for Osteoporosis Using Hand Radiographs: A Preliminary Study. Stud Health Technol Inform 302:911-912, 2023. e-Pub 2023. PMID: 37203534.
- Sebro R, De la Garza-Ramos C. Utilizing machine learning for opportunistic screening for low BMD using CT scans of the cervical spine. J Neuroradiol 50(3):293-301, 2023. e-Pub 2023. PMID: 36030924.
- Goodman MS, Bather JR, Chu X, Pagano M, Plepys CM, Sebro RA. Racial and ethnic diversity among students, graduates, and faculty in biostatistics and epidemiology, 2010-2020. Public Health Rep 138(3):546-554, 2023. e-Pub 2023. PMID: 35674282.
- Wilke BK, Guier C, Applewhite A, Garner HW, Stanborough RO, Spaulding A, Sebro RA. Is heterotopic ossification associated with surgical approach in total hip arthroplasty?. J Am Acad Orthop Surg 31(7):e385-e393, 2023. e-Pub 2023. PMID: 36749886.
- Sebro R, De la Garza-Ramos C. Opportunistic screening for osteoporosis and osteopenia from CT scans of the abdomen and pelvis using machine learning. Eur Radiol 33(3):1812-1823, 2023. e-Pub 2023. PMID: 36166085.
- Jo SY, Sebro RA. In vivo intra-articular contrast enhanced μCT imaging of mouse knee cartilage. Bone 167:116632, 2023. e-Pub 2023. PMID: 36436817.
- Schlafly A, Sebro R. Does NIH funding differ between medical specialties? A longitudinal analysis of NIH grant data by specialty and type of grant, 2011-2020. BMJ Open 12(12):e058191, 2022. e-Pub 2022. PMID: 36585146.
- Haupt ET, Sebro R, Iturregui JM, Stanborough R, Siddiqui A, Shi GG. Measuring Deltoid Insufficiency After Supination-External Rotation Ankle Fracture With Lateral Talar Subluxation on Gravity Stress View. Foot Ankle Int 43(12):1525-1531, 2022. e-Pub 2022. PMID: 36082428.
- Haupt ET, Sebro R, Iturregui JM, Stanborough R, Siddiqui A, Shi GG. Measuring deltoid insufficiency after supination-external rotation ankle fracture with lateral talar subluxation on gravity stress view. Foot Ankle Int 43(12):1525-1531, 2022. e-Pub 2022. PMID: 36082428.
- Caliebe A, Tekola-Ayele F, Darst BF, Wang X, Song YE, Gui J, Sebro RA, Balding DJ, Saad M, Dubé MP, IGES ELSI Committee. Including diverse and admixed populations in genetic epidemiology research. Genet Epidemiol 46(7):347-371, 2022. e-Pub 2022. PMID: 35842778.
- Sebro R, De la Garza-Ramos C. Machine learning for the prediction of osteopenia/osteoporosis using the CT attenuation of multiple osseous sites from chest CT. Eur J Radiol 155:110474, 2022. e-Pub 2022. PMID: 35988394.
- Santiago CC, Santiago DC, Sebro R. State variation in medicaid and medicare reimbursements in musculoskeletal radiology. Clin Imaging 66:67-72, 2022. e-Pub 2022. PMID: 32454392.
- White RD, Demirer M, Gupta V, Sebro RA, Kusumoto FM, Erdal BS. Pre-deployment assessment of an AI model to assist radiologists in chest X-ray detection and identification of lead-less implanted electronic devices for pre-MRI safety screening: realized implementation needs and proposed operational solutions. J Med Imaging 9(5):054504, 2022. e-Pub 2022. PMID: 36310648.
- Sebro R, De la Garza-Ramos C. Support vector machines are superior to principal components analysis for selecting the optimal bones' CT attenuations for opportunistic screening for osteoporosis using CT scans of the foot or ankle. Osteoporos Sarcopenia 8(3):112-122, 2022. e-Pub 2022. PMID: 36268496.
- Sebro R, Kahn CE Jr. Causal associations among diseases and imaging findings in radiology reports. Stud Health Technol Inform 294:411-412, 2022. e-Pub 2022. PMID: 35612109.
- Narayan V, Barber-Rotenberg JS, Jung IY, Lacey SF, Rech AJ, Davis MM, Hwang WT, Lal P, Carpenter EL, Maude SL, Plesa G, Vapiwala N, Chew A, Moniak M, Sebro RA, Farwell MD, Marshall A, Gilmore J, Lledo L, Dengel K, Church SE, Hether TD, Xu J, Gohil M, Buckingham TH, Yee SS, Gonzalez VE, Kulikovskaya I, Chen F, Tian L, Tien K, Gladney W, Nobles CL, Raymond HE. PSMA-targeting TGFβ-insensitive armored CAR T cells in metastatic castration-resistant prostate cancer: a phase 1 trial. Nat Med 28(4):724-734, 2022. e-Pub 2022. PMID: 35314843.
- Sebro R, De la Garza-Ramos C. Machine learning for opportunistic screening for osteoporosis from CT scans of the wrist and forearm. Diagnostics (Basel) 12(11):691, 2022. e-Pub 2022. PMID: 35328244.
- Sebro R. Statistical estimation of deltoid subcutaneous fat pad thickness: implications for needle length for vaccination. Sci Rep 12(1):1069, 2022. e-Pub 2022. PMID: 35058499.
- Kim CK, Choi JW, Jiao Z, Wang D, Wu J, Yi TY, Halsey KC, Eweje F, Tran TML, Liu C, Wang R, Sollee J, Hsieh C, Chang K, Yang FX, Singh R, Ou JL, Huang RY, Feng C, Feldman MD, Liu T, Gong JS, Lu S, Eickhoff C, Feng X, Kamel I, Sebro R, Atalay MK, Healey T, Fan Y, Liao WH, Wang J, Bai HX. An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data. NPJ Digit Med 5(1):5, 2022. e-Pub 2022. PMID: 35031687.
- Wang R, Jiao Z, Yang L, Choi JW, Xiong Z, Halsey K, Tran TML, Pan I, Collins SA, Feng X, Wu J, Chang K, Shi LB, Yang S, Yu QZ, Liu J, Fu FX, Jiang XL, Wang DC, Zhu LP, Yi XP, Healey TT, Zeng QH, Liu T, Hu PF, Huang RY, Li YH, Sebro RA, Zhang PJL, Wang J, Atalay MK, Liao WH, Fan Y, Bai HX. Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data. Eur Radiol 32(1):205-212, 2022. e-Pub 2022. PMID: 34223954.
- Sebro R, Ashok SS. The utility of 2-[18F]FDG-PET/CT maximum SUV versus CT attenuation for directing bone biopsies. Eur Radiol 31(9):6780-6792, 2021. e-Pub 2021. PMID: 33686475.
- Sebro R, Ashok SS. Utility of absolute apparent diffusion coefficient and chemical-shift imaging versus CT attenuation for predicting malignancy from percutaneous bone biopsies. J Med Radiat Sci 68(3):220-227, 2021. e-Pub 2021. PMID: 33607698.
- Purkayastha S, Xiao Y, Jiao Z, Thepumnoeysuk R, Halsey K, Wu J, Tran TML, Hsieh B, Choi JW, Wang D, Vallières M, Wang R, Collins S, Feng X, Feldman M, Zhang PJ, Atalay M, Sebro R, Yang L, Fan Y, Liao WH, Bai HX. Machine learning-based prediction of COVID-19 severity and progression to critical illness using CT imaging and clinical Data. Korean J Radiol 22(7):1213-1224, 2021. e-Pub 2021. PMID: 33739635.
- Eweje FR, Bao B, Wu J, Dalal D, Liao WH, He Y, Luo Y, Lu S, Zhang P, Peng X, Sebro R, Bai HX, States L. Deep learning for classification of bone lesions on routine MRI. EBioMedicine 68(103402), 2021. e-Pub 2021. PMID: 34098339.
- Jo S, Sebro R. CT attenuation and cross-sectional-area index of the pectoralis are associated with prognosis in sarcoma patients. Anticancer Res 41(4):1927-1935, 2021. e-Pub 2021. PMID: 33813398.
- Berretta S, Sebro RA, Bhattacharyya S, Benes FM. Amygdalar activation alters hippocampal intrinsic circuits: 'Partial' modeling for postmortem changes in schizophrenia. Schizophr Res 49(1-2):46, 2021. e-Pub 2021.
- Reddy VK, Jain V, Wilson Ii RJ, Hartner LP, Diamond M, Sebro RA, Weber KL, Maki RG, Shabason JE. Adult pleomorphic rhabdomyosarcomas: assessing Outcomes associated with radiotherapy and chemotherapy use in the national cancer database. Sarcoma, 2021. e-Pub 2021. PMID: 33814964.
- Martin-Carreras T, Sebro R, Weintraub S. Hip Alpha Angle is Associated with Anterior-Superior Labral Tears but not Anterior Labral Tears. Curr Probl Diagn Radiol 50(2):159-163, 2021. e-Pub 2021. PMID: 31635891.
- Oni-Orisan A, Mavura Y, Banda Y, Thornton TA, Sebro R. Embracing genetic diversity to improve black health. N Engl J Med 384(12):1163-1167, 2021. e-Pub 2021. PMID: 33567186.
- Sebro R. Leveraging the electronic health record to evaluate the validity of the current RVU system for radiologists. Clin Imaging 78:286-292, 2021. e-Pub 2021. PMID: 34175808.
- Reddy VK, Jain V, Venigalla S, Nimgaokar V, Amurthur A, Lee DY, Sebro RA, Maki RG, RJnd W, Weber KL, Shabason JE. Definitive local therapy is associated with improved survival in metastatic soft tissue sarcomas. Cancers (Basel) 13(5):932, 2021. e-Pub 2021. PMID: 33668098.
- Reddy VK, Jain V, Venigalla S, Nimgaokar V, Amurthur A, Lee DY, Sebro RA, Maki RG, RJnd W, Weber KL, Shabason JE. Definitive local therapy is associated with improved survival in metastatic soft tissue sarcomas. Cancers (Basel) 13(5):932, 2021. e-Pub 2021. PMID: 33668098.
- Reddy VK, Jain V, Venigalla S, Levin WP, Wilson RJ, Weber KL, Kalbasi A, Sebro RA, Shabason JE. Radiotherapy remains underused in the treatment of soft-tissue sarcomas: disparities in practice patterns in the united states. J Natl Compr Canc Netw 19(3):295-306, 2021. e-Pub 2021. PMID: 33556919.
- Sebro R, Ashok SS. A Statistical Approach Regarding the Diagnosis of Osteoporosis and Osteopenia From DXA: Are We Underdiagnosing Osteoporosis?. JBMR Plus 5(2):e10444, 2021. e-Pub 2021. PMID: 33615110.
- Butala AA, Jain V, Reddy VK, Sebro RA, Song Y, Karakousis G, Mitchell TC, Lukens JN, Shabason JE. Impact of tumor-infiltrating lymphocytes on overall survival in merkel cell carcinoma. Oncologist 26(1):63-69, 2021. e-Pub 2021. PMID: 32886418.
- He Y, Pan I, Bao B, Halsey K, Chang M, Liu H, Peng S, Sebro RA, Guan J, Yi T, Delworth AT, Eweje F, States LJ, Zhang PJ, Zhang Z, Wu J, Peng X, Bai HX. Deep learning-based classification of primary bone tumors on radiographs: a preliminary study. EBioMedicine 62:103121, 2020. e-Pub 2020. PMID: 33232868.
- King CS, Sebro R. Linear mixed-effects models for predicting sarcoma local recurrence growth rates: implications for optimal surveillance imaging frequency. Eur J Radiol 132:109308, 2020. e-Pub 2020. PMID: 33010684.
- Isidro U, O'Brien LM, Sebro R. Linear mixed-effects models for estimation of pulmonary metastasis growth rate: implications for CT surveillance in patients with sarcoma. Br J Radiol 93(1114):20190856, 2020. e-Pub 2020. PMID: 32559116.
- Bai HX, Wang R, Xiong Z, Hsieh B, Chang K, Halsey K, Tran TML, Choi JW, Wang DC, Shi LB, Mei J, Jiang XL, Pan I, Zeng QH, Hu PF, Li YH, Fu FX, Huang RY, Sebro R, Yu QZ, Atalay MK, Liao WH. Artificial intelligence augmentation of radiologist performance in distinguishing COVID-19 from pneumonia of other origin at chest CT. Radiology 296(3):E156-E165, 2020. e-Pub 2020. PMID: 32339081.
- Lee HT, Pukenas BA, Sebro R. Change in bone CT attenuation and c-reactive protein are predictors of bone biopsy culture positivity in patients with vertebral discitis/osteomyelitis. Spine (Phila Pa 1976) 45(17):1208-1214, 2020. e-Pub 2020. PMID: 32205702.
- Gandhi RA, Hesketh PJ, Bannister ER, Sebro R, Mehta S. Age-related variations in volar cortical angle of the distal radius. Hand (N Y) 15(4):573-577, 2020. e-Pub 2020. PMID: 30596285.
- Sebro R, Ashok SS, Uriell M. Association between tears of the posterior root of the medial meniscus and far posterior femoral condyle osteoarthritis. Diagn Interv Radiol 26(4):349-354, 2020. e-Pub 2020. PMID: 32558651.
- Cousar M, Huang J, Sebro R, Levin D, Prabhakar H. Too scared to teach? The unintended impact of 360-degree feedback on resident education. Curr Probl Diagn Radiol 49(4):239-242, 2020. e-Pub 2020. PMID: 31103250.
- Lee HT, Sebro R. Predictors of positive bone cultures from CT-guided bone biopsies performed for suspected osteomyelitis. J Med Imaging Radiat Oncol 64(3):313-318, 2020. e-Pub 2020. PMID: 32174011.
- Mehta SD, Sebro R. Computer-aided detection of incidental lumbar spine fractures from routine dual-energy x-ray absorptiometry (DEXA) studies using a support vector machine (SVM) classifier. J Digit Imaging 33(1):204-210, 2020. e-Pub 2020. PMID: 31062114.
- Fang S, Sebro RA, Stamm MC. A deep learning approach to MRI scanner manufacturer and model identification. Electronic Imaging 4:217-1 - 217-7, 2020. e-Pub 2020.
- Lee HT, Pryma DA, Sebro R. Optimized CT attenuation and SUV prediction thresholds for differentiating enostoses from untreated and treated metastases on attenuation-corrected 18F-FDG PET/CT. Clin Nucl Med 45(1):32-37, 2020. e-Pub 2020. PMID: 31693615.
- Chao HH, Feld EK, Narayan V, Sebro R, Jones JA. Radiation recall myositis after carboplatin/docetaxel chemotherapy. Pract Radiat Oncol 10(1):e50-e52, 2020. e-Pub 2020. PMID: 31356886.
- Mehta SD, Weber K, Fleisher L, Shulman LN, Gabriel P, Trerotola SO, Nawas M, Chi AS, Sebro R. Assessing the Need for preprocedural laboratory tests and stopping non-steroidal anti-inflammatory drugs/aspirin in patients undergoing percutaneous bone and soft tissue biopsies. Cardiovasc Intervent Radiol 42(11):1588-1596, 2019. e-Pub 2019. PMID: 31236646.
- Urwin JW, Cooper K, Sebro R. Malignant Transformation of Recurrent Synovial Chondromatosis: A Case Report and Review. Cureus 11(10):e5839, 2019. e-Pub 2019. PMID: 31754574.
- Jain V, Venigalla S, Sebro RA, Karakousis GC, RJnd W, Weber KL, Shabason JE. Association of health insurance status with presentation, treatment and outcomes in soft tissue sarcoma. Cancer Med 8(14):6295-6304, 2019. e-Pub 2019. PMID: 31483578.
- Lett LA, Murdock HM, Orji WU, Aysola J, Sebro R. Trends in Racial/Ethnic Representation Among US medical students. JAMA Netw Open 2(9):e1910490, 2019. e-Pub 2019. PMID: 31483469.
- Mayer M, Sebro R. An important and often ignored turnaround time in radiology - clinician turnaround time: implications for musculoskeletal radiology. J Belg Soc Radiol 103(1):49, 2019. e-Pub 2019. PMID: 31523748.
- Martin-Carreras T, Li H, Cooper K, Fan Y, Sebro R. Radiomic features from MRI distinguish myxomas from myxofibrosarcomas. BMC Med Imaging 19(1):67, 2019. e-Pub 2019. PMID: 31416421.
- Elangovan SM, Sebro R. Positron emission tomography/computed tomography imaging appearance of benign and classic "do not touch" osseous lesions. World J Radiol 11(6):81-93, 2019. e-Pub 2019. PMID: 31396371.
- Mehta SD, Sebro R. Random forest classifiers aid in the detection of incidental osteoblastic osseous metastases in DEXA studies. Int J Comput Assist Radiol Surg 14(5):903-909, 2019. e-Pub 2019. PMID: 30852715.
- Lee DY, Staddon AP, Shabason JE, Sebro R. Phase I and phase II clinical trials in sarcoma: implications for drug discovery and development. Cancer Med 8(2):585-592, 2019. e-Pub 2019. PMID: 30632291.
- Armstrong JG, Morris TR, Sebro R, Israelite CL, Kamath AF. Prospective study of central versus peripheral obesity in total knee arthroplasty. Knee Surg Relat Res 30(4):319-325, 2018. e-Pub 2018. PMID: 30466252.
- Kiefer RM, Wojcik J, Cooper K, Weber KL, Sebro R. Clear cell chondrosarcoma with chondroblastoma-like features: A case for team diagnosis. Int J Surg Pathol 26(8):766-771, 2018. e-Pub 2018. PMID: 29774790.
- Weintraub S, Sebro R. Superolateral Hoffa's Fat Pad Edema and Trochlear Sulcal Angle Are Associated With Isolated Medial Patellofemoral Compartment Osteoarthritis. Can Assoc Radiol J 69(4):450-457, 2018. e-Pub 2018. PMID: 30390962.
- Lett E, Orji WU, Sebro R. Declining racial and ethnic representation in clinical academic medicine: a longitudinal study of 16 US medical specialties. PLoS One 13(11):e0207274, 2018. e-Pub 2018. PMID: 30444928.
- Weintraub S, Sebro R. Superolateral hoffa’s fat pad edema and trochlear sulcal angle are associated with isolated medial patellofemoral compartment osteoarthritis. Can Assoc Radiol J 69(4):450-457, 2018. e-Pub 2018.
- Venigalla S, Carmona R, VanderWalde N, Sharma S, Simone CB, Sebro R, Wilson RJ, Weber KL, Shabason JE. Disparities in perioperative radiotherapy use in elderly patients with soft-tissue sarcoma. Int J Radiat Oncol Biol Phys 102(1):155-165, 2018. e-Pub 2018. PMID: 29958721.
- Perry MT, Sebro R. Accuracy of opposed-phase magnetic resonance imaging for the evaluation of treated and untreated spinal metastases. Acad Radiol 25(7):877-882, 2018. e-Pub 2018. PMID: 29398437.
- Longmaid-Rider E, Huang J, Sebro R, Smith H. Intraosseous pseudomeningocele of the mobile spine: a case report and review of the literature. Eur Spine J 27(Suppl 3):472-476, 2018. e-Pub 2018. PMID: 29388089.
- McDonald M, Sadigh S, Weber K, Sebro R. A rare case of an osteolytic bone-infarct-associated osteosarcoma: case report with radiographic and histopathologic correlation, and literature review. Cureus 10(6):e2777, 2018. e-Pub 2018. PMID: 30112253.
- Li J, Weissberg Z, Bevilacqua T, Yu G, Weber K, Sebro R. Concordance between fine needle aspiration and core biopsies for osseous lesions by lesion imaging appearance and CT attenuation. Radiol Med 123(4):254-259, 2018. e-Pub 2018. PMID: 29249078.
- Jaramillo CJ, Wojcik J, Weber K, Sebro R. Imaging and histological appearance of pleomorphic hyalinizing angiectatic tumors (PHAT): case series with review of the literature. Oncol Lett 15(4):4720-4730, 2018. e-Pub 2018. PMID: 29552111.
- Li J, Weissberg Z, Bevilacqua TA, Yu G, Weber K, Sebro R. Concordance between fine-needle aspiration and core biopsies for osseous lesions by lesion imaging appearance and CT attenuation. Radiol Med 123(4):254-259, 2018. e-Pub 2018. PMID: 29249078.
- Sadigh S, Shah P, Weber K, Sebro R, Zhang PJ. Primary malignant perivascular epithelioid cell neoplasm (PEComa) of the bone mimicking granular cell tumor in core biopsy: review of the literature with case report. Oncol Lett 15(3):2946-2952, 2018. e-Pub 2018. PMID: 29435023.
- Venigalla S, Nead KT, Sebro R, Guttmann DM, Sharma S, Simonend CB, Levin WP, Wilson II RJ, Weber K, Shabason JE. Association between treatment at high-volume facilities and improved survival in soft tissue sarcomas. Int J Radiat Oncol Biol Phys 100(4):1004-1015, 2018. e-Pub 2018. PMID: 29485042.
- Elangovan S, Sebro R. Accuracy of CT attenuation measurement for differentiating treated osteoblastic metastases from enostoses. AJR Am J Roentgenol 210(3):615-620, 2018. e-Pub 2018. PMID: 29323547.
- Sebro R, Weintraub S. Association between lateral patellar ostearthrosis and knee morphology and alignment in young adults. Clin Radiol 72(9):e11-793.e18, 2017. e-Pub 2017. PMID: 28411875.
- Yu GH, Maisel J, Frank R, Pukenas BA, Sebro R, Weber K. Diagnostic utility of fine-needle aspiration cytology of lesions involving bone. Diagn Cytopathol 45(7):608-613, 2017. e-Pub 2017. PMID: 28470965.
- Sebro R, Weintraub S. Knee morphometric and alignment measurements with MR imaging in young adults with central cartilage lesions of the patella and trochlea. Diagn Interv Imaging 98(5):429-440, 2017. e-Pub 2017. PMID: 28237607.
- Sebro R, Peloso GM, Dupuis J, Risch NM. Structured mating: patterns and implications. PLoS Genet 13(4):e1006655, 2017. e-Pub 2017. PMID: 28384154.
- Sebro R. Obesity, hepatic steatosis, and their impact on fat infiltration of the trunk musculature using unenhanced computed tomography. J Comput Assist Tomogr 41(2):298-301, 2017. e-Pub 2017. PMID: 28230568.
- Sebro R, DeLaney TF, Hornicek F, Schwab J, Choy E, Nielsen GP, Rosenthal DI. Frequency and risk factors for additional lesions in the axial spine in subjects with chordoma: indications for screening. Spine (Phila Pa 1976) 42(1):E37-E40, 2017. e-Pub 2017. PMID: 27254658.
- Sebro R, DeLaney T, Hornicek F, Schwab J, Choy E, Nielsen GP, Rosenthal DI. Differences in sex distribution, anatomic location and MR imaging appearance of pediatric compared to adult chordomas. BMC Med Imaging 16(1):53, 2016. e-Pub 2016. PMID: 27609115.
- Sebro R, O’Brien L, Torriani M, Bredella MA. Assessment of trunk muscle density using CT and its association with degenerative disc and facet joint disease of the lumbar spine. Skeletal Radiol 45(9):1221-1226, 2016. e-Pub 2016. PMID: 27179651.
- Honne K, Hallgrímsdóttir I, Wu C, Sebro R, Jewell NP, Sakurai T, Iwamoto M, Minota S, Jawaheer D. A longitudinal genome-wide association study of anti-tumor necrosis factor response among Japanese patients with rheumatoid arthritis. Arthritis Res Ther 18(12), 2016. e-Pub 2016. PMID: 26776603.
- Sebro R, Aslam R, Valdair M, Wang Z, Westphalen AC. Low yield of chemical shift MRI for characterization of adrenal lesions with high attenuation density on unenhanced CT. Abdom Imaging 40(2):318-326, 2015. e-Pub 2015. PMID: 25095753.
- Durack JC, Wang JH, Sebro R, Zhang KK, Hoch S, Kerlan RK. Prospective evaluation of absorbable gastropexy anchor indwelling time in 33 patients 24(9):1377-1380, 2013. e-Pub 2013. PMID: 23792127.
- Sebro R, Mari-Aparici C, Hernandez-Pampaloni M. Value of true whole-body FDG-PET/CT scanning protocol in oncology: optimization of its use based on primary diagnosis. Acta Radiol 54(5):534-539, 2013. e-Pub 2013. PMID: 23463863.
- Sebro R, Aparici CM, Hernandez-Pampaloni M. FDG PET/CT evaluation of pathologically proven pulmonary lesions in an area of high endemic granulomatous disease. Ann Nucl Med 27(4):400-405, 2013. e-Pub 2013. PMID: 23400394.
- Sebro R, Aparici CM, Pampaloni MH. Frequency and clinical implications of incidental new primary cancers detected on true whole-body 18F-FDG PET/CT studies. Nucl Med Commun 34(4):333-339, 2013. e-Pub 2013. PMID: 23407371.
- Sebro R, Risch NJ. A brief note on the resemblance between relatives in the presence of population stratification. Heredity (Edinb) 108(5):563-568, 2012. e-Pub 2012. PMID: 22234249.
- Sebro R, Lange C, Laird NM, Rogus JJ, Risch NJ. Differentiating population stratification from genotyping error using family data. Ann Hum Genet 76(1):42-52, 2012. e-Pub 2012. PMID: 22111716.
- Sebro R, Levy H, Schneck K, Dimmock D, Raby BA, Cannon CL, Broeckel U, Risch NJ. Cystic fibrosis mutations for p.F508del compound heterozygotes predict sweat chloride levels and pancreatic sufficiency. Clin Genet 82(6):546-551, 2011. e-Pub 2011. PMID: 22035343.
- Sebro R, Hoffman TJ, Lange C, Rogus JJ, Risch NJ. Testing for non-random mating: evidence for ancestry-related assortative mating in the Framingham heart study. Genet Epidemiol 34(7):674-679, 2010. e-Pub 2010. PMID: 20842694.
- Sebro R, Rogus JJ. The power of the Transmission Disequilibrium Test in the presence of population stratification. Eur J Hum Genet 18(9):1032-1038, 2010. e-Pub 2010. PMID: 20442746.
- Risch N, Choudhry S, Via M, Basu A, Sebro R, Eng C, Beckman K, Thyne S, Chapela R, Rodriguez-Santana JR, Rodriguez-Cintron W, Avila PC, Ziv E, Gonzalez Burchard E. Ancestry-related assortative mating in Latino populations. Genome Biol 10(11):R132, 2009. e-Pub 2009. PMID: 19930545.
- Urban TJ, Sebro R, Hurowitz EH, Leabman MK, Badagnani I, Lagpacan LL, Risch N, Giacomini KM. Functional genomics of membrane transporters in human populations. Genome Res 16(2):223-230, 2006. e-Pub 2006. PMID: 16354753.
- Berretta S, Lange N, Bhattacharyya S, Sebro R, Garces J, Benes FM. Long-term effects of amygdala GABA receptor blockade on specific subpopulations of hippocampal interneurons 14(7):876-94, 2004. e-Pub 2004. PMID: 15382257.
- Stone DJ, Walsh JP, Sebro R, Stevens R, Pantazopolous H, Benes FM. Effects of Pre- and Post-natal Corticosterone Exposure on the Rat Hippocampal GABA System. Hippocampus 11(5):492-507, 2001. e-Pub 2001.
- Sebro R, Aparici MC, Pampaloni HM. Comparison between true whole-body and limited whole-body FDG PET/CT studies in oncology patients 198(5).
Review Articles
- Sebro R. Advancing Diagnostics and Patient Care: The Role of Biomarkers in Radiology 28(1):3-13, 2024. e-Pub 2024. PMID: 38330966.
- Sigal IR, Sebro R. Preclinical PET tracers for the evaluation of sarcomas: understanding tumor biology. Am J Nucl Med Mol Imaging 8(6):428-440, 2018. e-Pub 2018. PMID: 30697463.
- Weissberg Z, Sebro R. Distinguishing synovial sarcoma from benign and malignant mimics: MR Imaging indicators. Appl Radiol 47(6):15-21, 2018. e-Pub 2018.
- Stitzlein RN, Wojcik J, Sebro R, Balamuth NJ, Weber K. Team approach: osteosarcoma of the distal part of the femur in adolescents. JBJS Rev 5(12):e5, 2017. e-Pub 2017. PMID: 29278618.
- Chen PH, Mankoff DM, Sebro R. Clinical overview of the current state and future applications of positron emission tomography in bone and soft tissue sarcoma. Clin Transl Imaging 5:343-358, 2017. e-Pub 2017.
- Sebro R, Oliveira A, Palmer WE. MR arthrography of the shoulder: technical update and clinical applications. Semin Musculoskelet Radiol 18(4):352-64, 2014. e-Pub 2014. PMID: 25184391.
Other Articles
- Sebro R, Elmahdy M, Braxton A Longitudinal assessment of bone mineral density changes after heart transplant: Implications for DXA screening frequency. J Heart Lung Transplant 44(5):823-829, 2025. PMID: 40222771.
- Mohammadi, FG, Sebro, R Artificial Intelligence Impact on Burnout in Radiologists-Alleviation or Exacerbation?. JAMA Network Open 7(11), 2024. PMID: 39576648.
- Zhang J, Weissenkampen JD, Kember RL, Consortium I, Grove J, Børglum AD, Robinson EB, Brodkin ES, Almasy L, Bucan M, Sebro R Phenotypic and ancestry-related assortative mating in autism. Mol Autism 15(1):27, 2024. PMID: 38877467.
- Gharehmohammadi, F, Sebro, R Efficient Health Care. Radiol Artif Intell 6(3):e240174, 2024. PMID: 38691009.
- Sebro R Individual Radiologist Productivity Metrics. AJR Am J Roentgenol 222(2), 2024. PMID: 37703194.
- Sebro R Individual radiologist productivity metrics: counterpoint-no individual metrics should be shared. AJR Am J Roentgenol 222(2):e2330145, 2024. PMID: 37703194.
- Ghareh Mohammadi F, Sebro R DeepMammo: deep learning algorithm for digital mammogram source identification. Electronic Imaging 36(4):342-1-342-5, 2024.
- Elmahdy, M, Sebro, R Beyond the AJR. American Journal of Roentgenology 221(4):555, 2023. PMID: 36856302.
- Sebro R, Mongan J TotalSegmentator: A Gift to the Biomedical Imaging Community. Radiol Artif Intell 5(5):e230235, 2023. PMID: 37795136.
- Elmahdy M, Sebro R Opportunistic screening for osteoporosis using CT scans of the knee: a pilot study. Stud Health Technol Inform 302:909-910, 2023. PMID: 37203533.
- Elmahdy M, Sebro R Beyond the AJR: comparison of artificial intelligence candidate and radiologists on mock examinations for the fellow of royal college of radiology part b. AJR Am J Roentgenol 221(4):555, 2023.
- Sebro, R, De la Garza Ramos, C Correction:Machine Learning for Opportunistic Screening for Osteoporosis from CT Scans of the Wrist and Forearm(Diagnostics, (2022), 12, (691), 10.3390/diagnostics12030691). Diagnostics 12(11):2635, 2022. PMID: 36359598.
- Bai HX, Wang R, Xiong Z, Hsieh B, Chang K, Halsey K, Tran TML, Choi JW, Wang DC, Shi LB, Mei J, Jiang XL, Pan I, Zeng QH, Hu PF, Li YH, Fu FX, Huang RY, Sebro R, Yu QZ, Atalay MK, Liao WH Artificial Intelligence Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Origin at Chest CT. Radiology 299(1):E225, 2021. PMID: 33750227.
- Sebro R, Murray S Change in ancestry-related assortative mating in the United States: implications for genetic diseases. Genetic Epidemiology 43(7):908-909, 2019.
- Behr S, Weinstein S, Aslam R, Jung A, Sebro R, Yee J Can CT Performed for Nonspecific Abdominal Pain Reliably Exclude Acute Cholecystitis?. AJR Am J Roentgenol 198(5), 2012.
Editorials
- Sebro R, Klontzas ME, Gatti AA, Mongan JT, Moy L, Park SH, Kahn CE Jr, CLAIM 2024 Update Panel. Checklist for artificial intelligence in medical imaging (CLAIM): 2024 update. Radiol Artif Intell 6(4):e240300, 2024. PMID: 38809149.
- Ghareh Mohammadi F, Sebro R. Efficient Health Care: Decreasing MRI Scan Time 6(3):e240174, 2024. PMID: 38691009.
- Elmahdy M, Sebro R. Radiomics analysis in medical imaging research. J Med Radiat Sci 70(1):3-7, 2023. PMID: 36762402.
- Rowell C, Sebro R. Who Will Get Paid for Artificial Intelligence in Medicine?. Radiol Artif Intell 4(5):e220054, 2022. PMID: 36204537.
Abstracts
- Jo S, Sebro R, Chang L, Hochberg MC, Mitchell BD. Prediction of Future Arthroplasty with Magnetic Resonance Imaging Biomarkers. OARSI World Congress on Osteoarthritis 32(Suppl 1):S340, 2024. e-Pub 2024.
- Mohammadi FG, Sebro R. Deep-RSIv2: An Efficient Content-Free Deep Learning Approach for Radiographs' Manufacturer and Model Identification. 18th International Conference on Ubiquitous Information Management and Communication (IMCOM), 2024. e-Pub 2024.
- Mohammadi FG, Sebro R. Deep-RSI: Deep learning for Radiographs Source Identification. 2022 International Conference on Computational Science and Computational Intelligence, 2023. e-Pub 2023.
- Shabason J, Reddy V, Jain V, Venigalla S, Levin W, Sebro R. Radiotherapy remains underutilized in the treatment of soft-tissue sarcomas: disparities in practice patterns in the united states. American Radium Society's 102nd Annual Meeting 108(Suppl 2):E59-E60, 2021. e-Pub 2021.
- Narayan V, Gladney W, Plesa G, Vapiwala N, Carpenter E, Maude SL, Lal P, Lacey SF, Melenhorst JJ, Sebro R, Farwell M, Hwang WT, Moniak M, Gilmore M, Lledo L, Dengel K, Marshall A, Coughlin CM, June CH, Haas NB. A phase I clinical trial of PSMA-directed/TGFβ-insensitive CAR-T cells in metastatic castration-resistant prostate cancer. Genitourinary Cancers Symposium 39(Suppl 6), 2021. e-Pub 2021.
- Reddy VK, Sebro R, Maki R, Wilson R, Weber K, Shabason JE. Association of Definitive local therapy with survival in patients with metastatic soft tissue sarcoma. American Society for Radiation Oncology Annual Meeting 108(Suppl 3):E9-E10, 2020. e-Pub 2020.
- Narayan V, Gladney W, Plesa G, Vapiwala N, Carpenter E, Maude SL, Lal P, Lacey SF, Melenhorst JJ, Sebro R, Farwell M, Hwang WT, Moniak M, Gilmore M, Lledo L, Dengel K, Marshall A, Coughlin CM, June CH, Haas NB. A phase I clinical trial of PSMA-directed/TGFβ-insensitive CAR-T cells in metastatic castration-resistant prostate cancer. Genitourinary Cancers Symposium 38(Suppl 6), 2020. e-Pub 2020.
- Lee D, Sebro R. Utility of percutaneous image-guided biopsies of retroperitoneal masses prior to surgical resection. European Congress of Radiology, 2019. e-Pub 2019.
- Li H, Martin-Carreras T, Cooper K, Sebro R, Fan Y. Distinguishing myxomas From myxolibrosarcomas using radiomic features extracted from T1 MRI. AAPM Annual Meeting 45(6):E617-E617, 2018. e-Pub 2018.
- Sebro R, Niziolek P. Utility of MRI and PET/CT to differentiate benign versus malignant peripheral nerve sheath tumors (MPNST). Advances in Sarcomas: From Basic Science to Clinical Translation 24(Suppl 2):63, 2018. e-Pub 2018.
- Weintraub S, Sebro R. Knee morphometric and alignment measurements with MR imaging in young adults with central cartilage lesions of the patella and trochlea. ACP Southeastern Region Conference, 2017.
- Sparling TL, Rubinstein NA, Niziolek PJ, Sebro R, Nachiappan AC. Testing a new method of teaching musculoskeletal anatomy & radiology to first-year medical students. Pendergrass Symposium, University of Pennsylvania, 2017.
- Sebro R, Peloso G, Dupuis J, Risch NJ. Change in ancestry related assortative mating in the United States and implications for genetic studies. Symposium on Advances in Genomics, Epidemiology and Statistics (SAGES), 2017.
- Niziolek P, Sebro R. MRI and PET Characteristics of Malignant Peripheral Nerve Sheath Tumors. American Roentgen Ray Society (ARRS) Annual Meeting, Pendergrass Symposium, University of Pennsylvania, 2017.
- Sebro R. Genetic heterogeneity results in variable heritability estimates in the presence of population substructure-epistasis as a cause for missing heritability. Genetic Epidemiology 39(7):579, 2015. e-Pub 2015.
- Sebro R, Risch N. Variation in heritability due to population stratification and implications for heritability studies. Annual Meeting of the International Genetic Epidemiology Society 36(7):729, 2012. e-Pub 2012.
- Sebro R, Peloso G, Dupuis J, Risch N. Random mating - fact or fiction? Evidence for multigenerational non-random mating. International Genetic Epidemiology Society 36(7):7285-729, 2012. e-Pub 2012.
- Sebro R, Lange C, Laird NM, Risch NJ. A novel test for differentiating population stratification from genotyping error using family data. Annual Meeting of the International Genetic Epidemiology Society 36(2):126, 2012. e-Pub 2012.
- Sebro R. Sample size calculations for the transmission disequilibrium test (TDT) in the presence of population stratification. 19th Annual Meeting of the International Genetic Epidemiology Society 34(8):965, 2010. e-Pub 2010.
- Sebro R, Aparici CM, Hernandez-Pampaloni M. Frequency of incidentally discovered additional synchronous primary malignancies and resulting clinical implications for patients staged or restaged with 18FDG-PET/CT. Clinical & Translational Science Institute Research Symposium.
- Bevilacqua TA, Slattery T, Sebro R, Cook TS. MACRO: Laterality - Adapting Auto-population of Laterality in Musculoskeletal MRI Reports Across a Large Health System. Radiology Society of North America.
- Weintraub S, Sebro R. Morphometric and alignment measurements of the knee with MR imaging in young adults with central cartilage lesions of the patella and trochlea. Penn Center for Musculoskeletal Disorders.
- Weintraub S, Sebro R. Association between lateral patellar OA and knee morphology and alignment in young adults. American Roentgen Ray Society (ARRS).
- Perry M, Sebro R. Opposed phase imaging: is it equally effective for differentiating benign from treated metastases?. American Roentgen Ray Society (ARRS).
- Lee D, Sebro R. The fate of phase I and phase II clinical trials in sarcoma. National Medical Association (NMA) Annual Meeting.
- Lee D, Sebro R. The importance of retroperitoneal mass biopsies. European Congress of Radiology (ECR) Annual Meeting.
- Mehta S, Weber KL, Fleisher L, Shulman L, Gabriel P, Trerotola SO, Nawas M, Chi A, Sebro R. Assessing the need for preprocedural laboratory tests and stopping NSAIDS/Aspirin in patients undergoing percutaneous bone and soft tissue biopsies. Society for Interventional Radiology (SIR) Annual Meeting.
- Jo S, Sebro R. Loss of muscle quality is associated with decreased bone mineral density in patients with sarcoma. Society for Skeletal Radiology (SSR) Annual Meeting.
- Jo S, Sebro R. Prognostic Value of Muscle Mass in Sarcoma. American Roentgen Ray Society (ARRS) Annual Meeting.
- Lee D, Sebro R. Utility of Percutaneous Image-guided Biopsies of Retroperitoneal Masses Prior to Surgical Resection. Society of Interventional Oncology Annual Meeting.
- Ghareh Mohammadi F, Sebro R. Radiograph manufacturer and model identification using deep-RSI 22(1):199-206.
- Jo S, Sebro R. Prediction of knee replacement using MRI analysis. SSR Annual Meeting 2024.
- Ortney W, Lett LA, Aysola J, Sebro R. Trends in Diversity of Medical School Matriculants Relative to the US Population. Society for General Internal Medicine (SGIM) Annual Meeting 2019.
- Billings S, Sebro R. Radiologists should report angles rather than mechanical axis deviation on hip knee radiographs. SSR Annual Meeting 2022.
- Honne K, Melville S, Sebro R, Sakurai T, Iso T, Iwamoto M, Jawaheer D, Minota S. Genome-wide Association Study of Anti-tumor Necrosis Factor Responsiveness Among Japanese Rheumatoid Arthritis Patients. Japan College of Rheumatology (JCR) Annual Scientific Meeting.
- Sebro R, Aslam R, Muglia V, Wang J, Westphalen A. When is MRI unlikely to characterize an indeterminate adrenal nodule, based on density on an unenhanced CT?. American Roentgen Ray Society.
- Talbott J, Behr S, Sebro R, Pampaloni MH, Majumdar S, Dillon WP. 18F-NaF PET evaluation of facet joints of the lower lumbar spine compared with CT graded arthropathy. American Society for Spine Radiology (ASSR) Annual Symposium.
- Sebro R, Aparici CM, Hernandez-Pampaloni M. Incidentally discovered additional synchronous primary malignancies and clinical implications for patients imaged with true whole body 18FDG-PET/CT. Western Regional Society for Nuclear Medicine (WRSNM).
- Sebro R, Aslam R, Muglia V, Wang J, Westphalen A. When is MRI Unlikely to Characterize an Indeterminate Adrenal Nodule, Based on Density on an Unenhanced CT?. Society for Abdominal Radiology (SAR).
- Honne K, Melville S, Sebro R, Sakurai T, Iso T, Iwamoto M, Jawaheer D, Minota S. Genome-wide Association Study of Anti-tumor Necrosis Factor Responsiveness Among Japanese Rheumatoid Arthritis Patients. The European League Against Rheumatism (EULAR) Congress.
- Koslov A, Sebro R. What’s in a name? Reviewing Fracture Eponyms of the Upper Extremity. American Society of Emergency Radiology Annual Scientific Meeting and Postgraduate Course.
- Bevilacqua T, Lopez-Garib A, Kneeland JB, Sebro R. Soft tissue sarcomas. International Skeletal Society (ISS).
- Lawyer AB, Sebro R, Kim SH. Macro Discordant. Key Pearls and Pitfalls of MSK Tumor Interpretation Identified on Secondary Review of Cases Referred into a Tertiary Care Center. Radiology Society of North America.
- Huang J, Smith H, Sebro R. The curious case of an intraosseous pseudomeningocele in an adult. American Society for Neuroradiology (ASNR).
- Niziolek P, Sebro R. MRI and PET Characteristics of Malignant Peripheral Nerve Sheath Tumors. American Roentgen Ray Society (ARRS) Annual Meeting.
- Sebro R, Niziolek P. Utility of MRI and PET/CT to differentiate benign versus malignant peripheral nerve sheath tumors (MPNST). American Association for Cancer Research. Advances in Sarcomas.
Book Chapters
- Fried JG, Shampain KL, Deville C, Sebro R. Diagnostic Radiology. In: Physician Workforce Diversity. Springer, Cham, 63-73, 2024.
Letters to the Editor
- Elmahdy M, Sebro R. Sex, ethnicity, and race data are often unreported in artificial intelligence and machine learning studies in medicine. Intell Med 8, 2023.
- Sebro R. Confirmation of the Influence of descending aorta on osteophyte formation in DISH. J Clin Rheumatol 24: 351-353, 2018.
- Mongan J, Sebro R. Definition of confidence interval. Radiographics 36: 1602, 2016.
Patient Reviews
CV information above last modified August 05, 2026