RESEARCH RECORD
Please contact me if you'd like a copy of a paper or are interested in collaborating.
59 publications
Dickerson G, Chirico J, Loening AM, Wong-You-Cheong J, Lane BF, . Decoding the Image: Finding Diagnostic Signals in Multi-Modality Abdominal Artifacts. Abdominal Radiology. Accepted Aug 11 2026 (in press)
Savage C, Hossain R, Tonascia J, Pavlou A, Resnik CS, *, Smith EB* (co-senior). Human Judgment and the Limits of Artificial Intelligence for Automated Rank Order Lists in Diagnostic Radiology Residency Selection. Journal of the American College of Radiology, Accepted, in press.
Kulkarni P, Shah N, Suryavanshi A, Delfino J, Tonascia J, Wong J, Lane BF, Chirico J, Hirsch JD, Li A, Huang H, . AMPLIFAI: A Multiphase CT Dataset for Benchmarking Clinical Reasoning in LI- RADS Assessment of Liver Lesions. Preprint 14 Aug 2026: https://arxiv.org/abs/2608.14778v2
Dietrich N, McShannon DM, Huisman M, , Hanneman K. Effect of Deep Learning Training Policy on Greenhouse Gas Emissions and Carbon Efficiency for Chest Radiograph Classification. Canadian Association of Radiologists Journal. Accepted July 22 2026.
Goodman KE, , Price WN 2nd, Binkley CE. Capturing the Clinician-Artificial Intelligence Interaction: A Missing Prerequisite for Human-Centered Artificial Intelligence. J Am Coll Radiol. 2026 Jul 30:S1546-1440(26)00376-5. doi: 10.1016/j.jacr.2026.07.014. Epub ahead of print. PMID: 42532247.
, Davis MA, Poff J, Lui YW, Haines K, Towbin AJ. Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology. Radiol Artif Intell. 2026 Jul;8(4):e250982. doi: 10.1148/ryai.250982. PMID: 42200797; PMCID: PMC13349408.
Tupper HI, , Lin Y, Flores EJ, Salinas DA, Cummings AL, Ryan GW, Revels SL. Mapping the Complexity of Cancer Screening and Multi-Disciplinary Care Coordination in Safety-Net Systems. J Am Coll Radiol. 2026 May 8:S1546-1440(26)00245-0. doi: 10.1016/j.jacr.2026.05.014. Epub ahead of print. PMID: 42107677.
Towbin AJ, Kim W, Kottler N; 2025 Academy Roundtable participants. Bridging Industry and Academia: Proceedings from the 2025 Academy Roundtable on AI Implementation in Medical Imaging. Radiol Artif Intell. 2026 May 6:e250671. doi: 10.1148/ryai.250671. Epub ahead of print. PMID: 42089795.
Shah N, Kulkarni P, Suryavanshi A, Delfino J, Tonascia J, Lane BF, Wong J, Chirico J, Huang H, . AMPLIFAI: Annotated Multi-Phase Liver Imaging For Artificial Intelligence. Challenge In: Medical Image Computing and Computer Assisted Interventions (MICCAI) Society. 1 Oct 2026.
Viswanathan VS, Zhu D, Polat D, , Straus C, Rozenshtein A, Retrouvey M. Teleradiology, Edge Computing, and the Internet of Things in Radiology: A RRA Perspective on Decentralized Diagnostics. Academic Radiology, 2026 Mar 6; 33(3):646–652. doi: 10.1016/j.acra.2025.12.040
Brofman N, Langman E, Sin JM, Hadi M, Brown J, , Rozenshtein A, Retrouvey M. From Hype to Implementation: RRA Perspective on Strategies for Adapting Radiology Departments to Emerging Technologies. Academic Radiology, 2026 Mar 6; 33(3):680–691. doi: 10.1016/j.acra.2026.01.039
Hadi M, Brown J, , Straus C, Rozenshtein A, Retrouvey M. An RRA Perspective on Quantum Computing and Blockchain in Radiology: Emerging Paradigms for Data Integrity and Advanced Computation. Academic Radiology, 2026 Mar 6; 33(3):653–661. doi: 10.1016/j.acra.2026.01.034.
Brown J, Dashevsky BZ, Polat D, , Straus C, Rozenshtein A, Retrouvey M. A RRA Perspective on AI and Machine Learning Applications in Radiology: From Experimental to Clinically Viable Solutions. Academic Radiology, 2026 Mar 6; 33(3):617–629. doi: 10.1016/j.acra.2025.11.021
Dogra S, Rifai S, Hadi M, Hanna T, Rozenshtein A, Retrouvey M, Huang H, . From Artificial Intelligence to Robotics: How to Navigate Technological Innovation in Radiology With the Gartner Hype Cycle. Acad Radiol. 2026 Mar;33(3):662-679. doi: 10.1016/j.acra.2025.11.018. PMID: 41781096; PMCID: PMC12965137.
Kulkarni P, Lal B, Jreij G, Vallamchetla S, Green L, Voeks JH, Huston J, Edwards L, Howard G, Maron BA, Brott TG, James M, *, Huang H* (*co-senior). CRESTomics: Analyzing Carotid Plaques in the CREST-2 Trial with a New Additive Classification Model. In: Proceedings of the 2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI); London, United Kingdom, April 8-11 2026. doi: 10.1109/ISBI61048.2026.11515421
Tupper HI, , Lin Y, Chen P, Prosper AE, Ryan GW, Revels SL. Systemic Challenges to Lung Cancer Screening in the Safety-Net Setting: Care and Informatics Fragmentation. J Am Coll Radiol. 2025 Dec;22(12):1598-1604. doi: 10.1016/j.jacr.2025.09.019. PMID: 41338714.
, Lee R, Rockall A, Rula EY, Moy L. Medical Imaging Contrast Media Use. JAMA Netw Open. 2025 Dec 1;8(12):e2547304. doi: 10.1001/jamanetworkopen.2025.47304. PMID: 41348361; PMCID: PMC12681031.
Nghiem DX, Yahyavi-Firouz-Abadi N, Hwang GL, Zafari Z, Moy L, Carlos RC, . The Iodine Opportunity for Sustainable Radiology: Quantifying Supply-Chain Strategies to Cut Contrast's Carbon and Costs. J Am Coll Radiol. 2025 Oct 3:S1546-1440(25)00573-3. doi: 10.1016/j.jacr.2025.09.027. Epub ahead of print. PMID: 41046992.
Dako F, Moraes FY, , Abed M, Anazodo U, Patrick L, Favorito FM, Fouad E, Alabi A, Avery S, Scott A, Ngwa W, Hricak H. Digital health and artificial intelligence innovations for oncology in sub- Saharan Africa. Lancet Oncol. 2025 Oct;26(10):e547-e557. doi: 10.1016/S1470-2045(25)00360-2. PMID: 41038203.
Tupper HI, Mendelson DS, , Carlos RC, Bialecki B, Prosper AE, Moghanaki D, Servais EL, Flores EJ, Cummings AL. Imaging Interoperability: #DitchtheDisk is a Health Equity Imperative for Lung Cancer Screening and Beyond. Ann Thorac Surg. 2025 Jul 19:S0003-4975(25)00662-9. doi: 10.1016/j.athoracsur.2025.07.001. Epub ahead of print. PMID: 40691924.
Shah N, Kulkarni P, , Li A, Jacobs MA, Parekh VS. Federated Class-Heterogeneous Report Labeling with Surgical Aggregation. Medical Imaging with Deep Learning (MIDL). OpenReview link. 2025 Jul 11.
Kamel P, , Savani D, Kanhere A, Yi PH, Parekh V. Standardizing Heterogeneous MRI Series Description Metadata using Large Language Models. Journal of Imaging Informatics in Medicine. 2025 May 29. doi: 10.1007/s10278-025-01541-3. Epub ahead of print. PMID: 40442564.
Tripathi S, Alkhulaifat D, , Rajpurkar P, McBeth R, Daye D, Cook TS. Development, Evaluation, and Assessment of Large Language Models (DEAL) Checklist: A Technical Report. New England Journal of Medicine Artificial Intelligence (NEJM AI). 2025 May 9. https://ai.nejm.org/doi/full/10.1056/AIp2401106.
, Shah N, Kulkarni P, Parekh VS, Huang H. “Negotiative Alignment: An interactive approach to human-AI co-adaptation for clinical applications.” BiAlign Workshop @ International Conference on Learning Representations (ICLR) 2025. Singapore, Singapore. OpenReview link. 2025 Apr 28.
*, Naranjo WG* (co-first), Kapouranis T, Thor M, Chao M, Yang X, Marshall DC. Sex-Based Bias in Artificial Intelligence-Based Segmentation Models in Clinical Oncology. Clin Oncol (R Coll Radiol). 2025 Mar; 39:103758. doi: 10.1016/j.clon.2025.103758. PMID: 39874747; PMCID: PMC11850178.
Tierney AA, Reed ME, Grant RW, , Payán DD, Liu VX. Health equity in the era of large language models. American Journal of Managed Care. 2025 Mar;31(3):112-117. doi: 10.37765/ajmc.2025.89695. PMID: 40053403.
, Han H, Maron BA, Huang H. Trustworthy Clinical Thinking in MLLMs: Hierarchical Energy- based Reasoning for interpretable MEdical Scans (HERMES). In: Qiu, J, et al. AI for Clinical Applications. International Workshop on Multimodal Large Language Models in Clinical Practice @ The Medical Image Computing and Computer Assisted Interventions (MICCAI) Society. Lecture Notes in Computer Science, vol 16147. Springer. 2025. https://doi.org/10.1007/978-3-032-06004-4_24
Savage CH, Kanhere A, Parekh V, Langlotz CP, Joshi A, Huang H, . Open-Source Large Language Models in Radiology: A Review and Tutorial for Practical Research and Clinical Deployment. Radiology. 2025 Jan;314(1):e241073. doi: 10.1148/radiol.241073. PMID: 39873598; PMCID: PMC11783163.
Chatterjee D*, Kanhere A*, , Zhao J, Chan A, Welsh A, Kulkarni P, Trang A, Parekh VS, Yi PH. (*co-first). Children Are Not Small Adults: Addressing Limited Generalizability of an Adult Deep Learning CT Organ Segmentation Model to the Pediatric Population. J Imaging Inform Med. 2024 Sep 19. doi: 10.1007/s10278-024-01273-w. PMID: 39299957.
, Perchik JD, Hindman NM, Yee J, Flores EJ, Bradshaw ML, McFarland EG. Diversity, Equity, Inclusion in US Radiology: Current Status and Legislative Trends. J Am Coll Radiol. 2024 Aug 26:S1546-1440(24)00699-9. doi: 10.1016/j.jacr.2024.07.028. PMID: 39197697.
*, Savani D*, Kanhere A, Carlos RC, Joshi A, Yi PH, Parekh VS. (*co-first) Optimal Large Language Model Characteristics to Balance Accuracy and Energy Use for Sustainable Medical Applications. Radiology. 2024 Aug;312(2):e240320. doi: 10.1148/radiol.240320. PMID: 39189909.
Hegde S, Carroll EF, , Drzewiecki B, Jensen KK, Sertic M, Pierce TT. Imaging the acute complications of gender-affirming surgeries: a primer for radiologists in the emergency setting. Abdom Radiol (NY). 2024 Jun 4. doi: 10.1007/s00261-024-04385-7. PMID: 38832942.
Haver HL, Bahl M, , Kamel PI, Parekh VS, Jeudy J, Yi PH. Evaluation of Multimodal ChatGPT (GPT-4V) in Describing Mammography Image Features. Can Assoc Radiol J. 2024 Apr 6:8465371241247043. doi: 10.1177/08465371241247043. PMID: 38581353.
McKee H, Brown MJ, Kim HHR, , Panet H, Rockall AG, Omary RA, Hanneman K. Planetary Health and Radiology: Why We Should Care and What We Can Do. Radiology. 2024 Apr;311(1):e240219. doi: 10.1148/radiol.240219. PMID: 38652030.
Santibanez VC*, Pisano TJ*, , Salvatore M, Padilla M, Braun N, Concepcion J, O’Sullivan MM. Dynamic Digital Radiography Pulmonary Function Testing: A Machine Learning Lung Study Alternative. CHEST Pulmonary. Epub 29 Mar 2024. (*co-first authors).
Larson DB, , Allen B Jr, Mongan J, Flanders AE, Wald C. Proceedings from the 2022 ACR-RSNA Workshop on Safety, Effectiveness, Reliability, and Transparency in AI. J Am Coll Radiol. 2024 Feb 12:S1546-1440(24)00137-6. doi: 10.1016/j.jacr.2024.01.024. PMID: 38354844.
, Vosshenrich J, Cook TS, Moy L, Almeida EPRP, Woolen SA, Gichoya JW, Heye T, Hanneman K. Environmental Sustainability and AI in Radiology: A Double-Edged Sword. Radiology. 2024 Feb;310(2):e232030. doi: 10.1148/radiol.232030. PMID: 38411520.
Savage CH, Park H, Kwak K, Smith AD, Rothenberg SA, Parekh VS, , Yi PH. General-Purpose Large Language Models Versus a Domain-Specific Natural Language Processing Tool for Label Extraction From Chest Radiograph Reports. AJR Am J Roentgenol. 2024 Jan 17. doi: 10.2214/AJR.23.30573. PMID: 38230901.
, Kulkarni P, Siegel E, Toland M, Yi PH, Carlos RC, Parekh VS. Economic and environmental costs of cloud for medical imaging and radiology artificial intelligence. J Am Coll Radiol. 2023 Dec 8:S1546-1440(23)00934-1. doi: 10.1016/j.jacr.2023.11.011. PMID: 38072221.
, Parekh VS, Kanhere A, Savani D, Tejani AS, Sapkota A, Yi PH. Evaluation of Climate-Aware Metrics Tools for Radiology Informatics and Artificial Intelligence: Towards a Potential Radiology Eco- Label. J Am Coll Radiol. 2023 Dec 1:S1546-1440(23)00960-2. doi: 10.1016/j.jacr.2023.11.019. PMID: 38043630.
, Cook T, Siegel E, Joshi A, Parekh V, Elahi A, Yi PH. Exploring the Clinical Translation of Generative Models like ChatGPT: Promise and Pitfalls in Radiology, from Patients to Population Health. J Am Coll Radiol. 2023 Jul 17:S1546-1440(23)00516-1. doi: 10.1016/j.jacr.2023.07.007. PMID: 37467871.
, McGinty GB. Building Diversity, Equity, and Inclusion within Radiology Artificial Intelligence: Representation Matters, from Data to the Workforce. J Am Coll Radiol. 2023 Jul 13:S1546- 1440(23)00506-9. doi: 10.1016/j.jacr.2023.06.014. PMID: 37453602.
Buller M, Ibelli T, Platt S, , Mantilla Rivas, E, Crowder H, Nasser J, Rogers G; Taub P; Rottgers SA. A Plastic Surgeon’s Guide to the Temporomandibular Joint: Part I, Anatomy, and Part II, Pathophysiology and Diagnosis. FACE: Journal of the American Society of Maxillofacial Surgeons. 21 Apr 2023. https://doi.org/10.1177/2732501623117161 and /27325016231162871.
Dhanani Z, , Spalluto LB, Yee J, Flores EJ, Meltzer CC, Poullos PD. Prevalence of Diversity Statements and Disability Inclusion Among Radiology Residency Program Websites. J Am Coll Radiol. 2023 Apr 5:S1546-1440(23)00266-1. doi: 10.1016/j.jacr.2023.02.027. PMID: 37028498.
Uchechukwu A, , Kuruvilla A, Kagen A, Henderson P. Periumbilical Anatomy of Scarpa’s Fascia: Rationale Behind a “Modified Scarpa’s” Abdominal Closure Technique. Annals of Plastic Surgery. 2023 Jan 31. doi: 10.1097/SAP.0000000000003404. PMID: 36752536.
Tailor TD, Bell S, , Carlos RC. Repeat Annual Lung Cancer Screening After Baseline Screening Among Screen-Negative Individuals: No-Cost Coverage Is Not Enough. Journal of the American College of Radiology (JACR). doi: 10.1016/j.jacr.2022.11.005. 2023 Jan;20(1):29-36. PMID: 36436778.
Adleberg J, Wardeh A, ; Marinelli B; Cook T; Mendelson D; Kagen A. Predicting Patient Demographics from Chest Radiographs with Deep Learning. Journal of the American College of Radiology (JACR). 2022 Oct;19(10):1151-1161. PMID: 35964688 DOI: 10.1016/j.jacr.2022.06.008.
Lakhani DA, , Chung C. Developing a Comprehensive Resident-driven Research Training Pathway: A Chief Resident's Perspective. Curr Probl Diagn Radiol. 2022 Jul 30:S0363- 0188(22)00105-0. doi: 10.1067/j.cpradiol.2022.07.004. 2023 Mar-Apr;52(2):93-96. PMID: 36050135.
Andreotti RF, Arleo EK, Arora SS, Broder JC, Brook O, Canon CL, Chen MM, Cooke EA, Davis MA, , Dodelzon K, Englander MJ, Everett C, Farooq A, Fischbein NJ, Fleming M, Fleischer A, Frederick-Dyer K, Gerson RF, Gruen D, Hecht EM, Pisano E, Heyneman LE, Katzen JT, Kemp J, Kotsenas AL, Ladd LM, Lui Y, McGinty G, Meltzer CC, Oliveira A, Phillips C, Porter KK, Rhyner P, Roberts A, Robson C, Senter A, Shah AA, Shatzkes D, Solberg A, Spalluto LB, Sun M, Tomblinson C, Vincoff NS, Wood MJ, Zigmund B. Radiologists staunchly support patient safety and autonomy, in opposition to the SCOTUS draft. Clinical Imaging. 2022 Sep;89:95-96. doi: 10.1016/j.clinimag.2022.05.012. Epub 2022 Jun 10. PMID: 36064645.
, Zavaletta V, Carroll E, Ellis K, Rosenkrantz AB. Turning a Page in the Yellow Journal: Figure Legends and Gender-Inclusive Patient Descriptors. American Journal of Roentgenology (AJR). 2022 Jul;219(1):1-2. doi: 10.2214/AJR.22.27536. Epub 2022 Apr 13. PMID: 35417186.
Roudenko A, Mahmood S, Du L, Gunio D, Barash I, , Slutzky A, Kukar N, Friedman B, Kagen A. Semi-Automated 3D Volumetric Renal Measurements in Polycystic Kidney Disease Using b0- Images-A Feasibility Study. Tomography. 2021 Oct 10;7(4):573-580. doi: 10.3390/tomography7040049. PMID: 34698270; PMCID: PMC8544696.
Ogawa M, , Somwaru AS, Roudenko A, Kamath A, Friedman B. Peripheral arterial occlusion due to COVID-19: CT angiography findings of nine patients. Clin Imaging. 2021 May; 73:43-47. doi: 10.1016/j.clinimag.2020.11.023. Epub 2020 Nov 14. PMID: 33307372.
Iyengar-Kapuganti RL, Patel N, Anastasius M, She T, Nelson BP, Lukas M, Kukar N, Miller M, , Argulian E, Kini A, Lerakis S. Point-of-Care Ultrasound Findings and Clinical Outcomes in Patients with COVID-19. J Am Soc Echocardiogr. 2020 Nov;33(11):1416-1417. doi: 10.1016/j.echo.2020.08.014. Epub 2020 Aug 18. PMID: 32919857; PMCID: PMC7434363.
, Kassim G, Lefton DR, Patterson S, Pham H, Belani P. Rare presentations of COVID-19: PRES-like leukoencephalopathy and carotid thrombosis. Clin Imaging. 2021 Jan; 69:94-101. doi: 10.1016/j.clinimag.2020.07.007. Epub 2020 Jul 16. PMID: 32707411; PMCID: PMC7365057.
, Moore J, Kagen A, Zink S, Somwaru A. “Functional Chest Imaging: Accuracy and Applicability of Pulmonary Function Estimation with Dynamic Digital Radiography” in Society of Thoracic Radiology Abstracts from the 2020 Annual Meeting and Postgraduate Course March 8- 11, 2020 Hyatt Regency Indian Wells Resort & Spa in Indian Wells, California, Journal of Thoracic Imaging, 2020, Vol.35(6), W131 PMID: 33956718, DOI: 10.1097/RTI.0000000000000546
, Khorsandi A, Avanessian B, Bowers M, Somwaru A. Gender Affirmation Surgery: A Primer on Imaging Correlates for the Radiologist. American Journal of Roentgenology. 19 Dec 2019; 213:1194-1203. PMID: 31414889, DOI: 10.2214/AJR.19.21686
Faraj K, , Boura J, Verneecke A, Chancellor M. Epidemiology and quality of life of the underactive bladder: a cross-sectional study in United States. International Urology and Nephrology. 2016 Jul 29; 48: epub 1-6. PMID: 27473156.
Zamdborg L, Lee KC, Harris A, , Gersten DB, Grills IS, Robertson J. Outcomes After Neoadjuvant or Definitive Chemoradiation Therapy for Esophageal/Gastroesophageal Junction Carcinoma. International Journal of Radiation Oncology Biology Physics. Nov 2015. 93:3 Supl E180.
Valente S, DuBeau C, Chancellor D, Okonski J, Vereecke A, , Lajiness M, Diokno A, Chancellor M. Epidemiology and demographics of the underactive bladder: A cross-sectional survey. Int Urol Nephrol. Sep 2014; 46 Spul 1:S7-10. PMID: 25238889.