Publications

• Subgroup evaluation to understand performance gaps in deep learning-based classification of regions of interest on mammography.
  PLOS Digit Health Volume: 4 Page(s): e0000811
  04/01/2025 Authors: Woo M; Zhang L; Brown-Mulry B; Hwang I; Gichoya JW; Gastounioti A; Banerjee I; Seyyed-Kalantari L; Trivedi H
• Evaluation of Multilingual Simplifications of IR Procedural Reports Using GPT-4.
  J Vasc Interv Radiol Volume: 36 Page(s): 696 - 703.e1
  04/01/2025 Authors: Li HH; Moon JT; Kumar S; Ricci J; Sim N; Bercu ZL; Newsome J; Trivedi HM; Gichoya JW
• Innovating Challenges and Experiences in Emory Health AI Bias Datathon: Experience Report.
  J Imaging Inform Med
  02/25/2025 Authors: Paddo AR; Purkayastha S; Newsome J; Trivedi H; Gichoya JW
• Diversity, inclusivity and traceability of mammography datasets used in development of Artificial Intelligence technologies: a systematic review.
  Clin Imaging Volume: 118 Page(s): 110369
  02/01/2025 Authors: Laws E; Palmer J; Alderman J; Sharma O; Ngai V; Salisbury T; Hussain G; Ahmed S; Sachdeva G; Vadera S
• Multi-Institutional Evaluation and Training of Breast Density Classification AI Algorithm Using ACR Connect and AI-LAB.
  J Am Coll Radiol Volume: 22 Page(s): 211 - 219
  02/01/2025 Authors: Brink L; Romero RA; Coombs L; Tilkin M; Mazaheri S; Gichoya J; Zaiman Z; Trivedi H; Medina A; Bizzo BC
• DICOM LUT is a Key Step in Medical Image Preprocessing Towards AI Generalizability.
  J Imaging Inform Med
  01/31/2025 Authors: Dapamede T; Li F; Khosravi B; Purkayastha S; Trivedi H; Gichoya J
• Enhancing radiology training with GPT-4: Pilot analysis of automated feedback in trainee preliminary reports.
  Curr Probl Diagn Radiol Volume: 54 Page(s): 151 - 158
  01/01/2025 Authors: Bala W; Li H; Moon J; Trivedi H; Gichoya J; Balthazar P
• Towards inclusive biodesign and innovation: lowering barriers to entry in medical device development through large language model tools.
  BMJ Health Care Inform Volume: 31
  07/23/2024 Authors: Moon JT; Lima NJ; Froula E; Li H; Newsome J; Trivedi H; Bercu Z; Wawira Gichoya J
• Reply.
  J Am Coll Radiol Volume: 21 Page(s): 988
  07/01/2024 Authors: Li H; Moon JT; Trivedi HM; Gichoya JW
• Synthetically enhanced: unveiling synthetic data's potential in medical imaging research.
  EBioMedicine Volume: 104 Page(s): 105174
  06/01/2024 Authors: Khosravi B; Li F; Dapamede T; Rouzrokh P; Gamble CU; Trivedi HM; Wyles CC; Sellergren AB; Purkayastha S; Erickson BJ
• Implications of Bias in Artificial Intelligence: Considerations for Cardiovascular Imaging.
  Curr Atheroscler Rep Volume: 26 Page(s): 91 - 102
  04/01/2024 Authors: van Assen M; Beecy A; Gershon G; Newsome J; Trivedi H; Gichoya J
• Understanding Radiological Journal Views and Policies on Large Language Models in Academic Writing.
  J Am Coll Radiol Volume: 21 Page(s): 678 - 682
  04/01/2024 Authors: Lee T-L; Ding J; Trivedi HM; Gichoya JW; Moon JT; Li H
• AsymMirai: Interpretable Mammography-based Deep Learning Model for 1-5-year Breast Cancer Risk Prediction.
  Radiology Volume: 310 Page(s): e232780
  03/01/2024 Authors: Donnelly J; Moffett L; Barnett AJ; Trivedi H; Schwartz F; Lo J; Rudin C
• AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study.
  JMIR Med Educ Volume: 10 Page(s): e46500
  02/20/2024 Authors: Abid A; Murugan A; Banerjee I; Purkayastha S; Trivedi H; Gichoya J
• Generalisable deep learning method for mammographic density prediction across imaging techniques and self-reported race.
  Commun Med (Lond) Volume: 4 Page(s): 21
  02/19/2024 Authors: Khara G; Trivedi H; Newell MS; Patel R; Rijken T; Kecskemethy P; Glocker B
• Breathing Life Into Artificial Intelligence.
  Crit Care Med Volume: 52 Page(s): 345 - 348
  02/01/2024 Authors: Trivedi H; Gichoya J
• Deep learning for computer-aided abnormalities classification in digital mammogram: A data-centric perspective.
  Curr Probl Diagn Radiol Volume: 53 Page(s): 346 - 352
  01/01/2024 Authors: Nalla V; Pouriyeh S; Parizi RM; Trivedi H; Sheng QZ; Hwang I; Seyyed-Kalantari L; Woo M
• The LLM Will See You Now: Performance of ChatGPT on the Brazilian Radiology and Diagnostic Imaging and Mammography Board Examinations.
  Radiol Artif Intell Volume: 6 Page(s): e230568
  01/01/2024 Authors: Trivedi H; Wawira Gichoya J
• Benchmarking bias: Expanding clinical AI model card to incorporate bias reporting of social and non-social factors
  
  11/21/2023 Authors: Heming CAM; Abdalla M; Mohanna S; Ahluwalia M; Zhang L; Trivedi H; Woo M; Fine B; Gichoya JW; Celi LA
• Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research
  
  11/15/2023 Authors: Khosravi B; Li F; Dapamede T; Rouzrokh P; Gamble CU; Trivedi HM; Wyles CC; Sellergren AB; Purkayastha S; Erickson BJ
• Hierarchical Classification System for Breast Cancer Specimen Report (HCSBC) -- an end-to-end model for characterizing severity and diagnosis
  
  11/02/2023 Authors: Santos T; Kamath H; McAdams CR; Newell MS; Mosunjac M; Oprea-Ilies G; Smith G; Lehman C; Gichoya J; Banerjee I
• AI pitfalls and what not to do: mitigating bias in AI.
  Br J Radiol Volume: 96 Page(s): 20230023
  10/01/2023 Authors: Gichoya JW; Thomas K; Celi LA; Safdar N; Banerjee I; Banja JD; Seyyed-Kalantari L; Trivedi H; Purkayastha S
• Enabling chronic obstructive pulmonary disease diagnosis through chest X-rays: A multi-site and multi-modality study.
  Int J Med Inform Volume: 178 Page(s): 105211
  10/01/2023 Authors: Wang R; Chen L-C; Moukheiber L; Seastedt KP; Moukheiber M; Moukheiber D; Zaiman Z; Moukheiber S; Litchman T; Trivedi H
• "Shortcuts" Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation.
  J Am Coll Radiol Volume: 20 Page(s): 842 - 851
  09/01/2023 Authors: Banerjee I; Bhattacharjee K; Burns JL; Trivedi H; Purkayastha S; Seyyed-Kalantari L; Patel BN; Shiradkar R; Gichoya J
• Decoding radiology reports: Potential application of OpenAI ChatGPT to enhance patient understanding of diagnostic reports.
  Clin Imaging Volume: 101 Page(s): 137 - 141
  09/01/2023 Authors: Li H; Moon JT; Iyer D; Balthazar P; Krupinski EA; Bercu ZL; Newsome JM; Banerjee I; Gichoya JW; Trivedi HM
• MedShift: Automated Identification of Shift Data for Medical Image Dataset Curation.
  IEEE J Biomed Health Inform Volume: 27 Page(s): 3936 - 3947
  08/01/2023 Authors: Guo X; Gichoya JW; Trivedi H; Purkayastha S; Banerjee I
• Ethics of large language models in medicine and medical research.
  Lancet Digit Health Volume: 5 Page(s): e333 - e335
  06/01/2023 Authors: Li H; Moon JT; Purkayastha S; Celi LA; Trivedi H; Gichoya JW
• Multivariate Analysis on Performance Gaps of Artificial Intelligence Models in Screening Mammography
  
  05/07/2023 Authors: Zhang L; Brown-Mulry B; Nalla V; Hwang I; Gichoya JW; Gastounioti A; Banerjee I; Seyyed-Kalantari L; Woo M; Trivedi H
• Fusion of imaging and non-imaging data for disease trajectory prediction for coronavirus disease 2019 patients.
  J Med Imaging (Bellingham) Volume: 10 Page(s): 034004
  05/01/2023 Authors: Tariq A; Tang S; Sakhi H; Celi LA; Newsome JM; Rubin DL; Trivedi H; Gichoya JW; Banerjee I
• The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images.
  Radiol Artif Intell Volume: 5 Page(s): e220047
  01/01/2023 Authors: Jeong JJ; Vey BL; Bhimireddy A; Kim T; Santos T; Correa R; Dutt R; Mosunjac M; Oprea-Ilies G; Smith G
• Biomedical heterogeneous data categorization and schema mapping toward data integration.
  Front Big Data Volume: 6 Page(s): 1173038
  01/01/2023 Authors: Deshpande P; Rasin A; Tchoua R; Furst J; Raicu D; Schinkel M; Trivedi H; Antani S
• Impact of multi-source data augmentation on performance of convolutional neural networks for abnormality classification in mammography.
  Front Radiol Volume: 3 Page(s): 1181190
  01/01/2023 Authors: Hwang I; Trivedi H; Brown-Mulry B; Zhang L; Nalla V; Gastounioti A; Gichoya J; Seyyed-Kalantari L; Banerjee I; Woo M
• Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies
  
  11/13/2022 Authors: Wang R; Chen L-C; Moukheiber L; Moukheiber M; Moukheiber D; Zaiman Z; Moukheiber S; Litchman T; Seastedt K; Trivedi H
• Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.
  medRxiv
  10/28/2022 Authors: Tariq A; Tang S; Sakhi H; Celi LA; Newsome JM; Rubin DL; Trivedi H; Gichoy JW; Patel B; Banerjee I
• Advances in Prediction of Readmission Rates Using Long Term Short Term Memory Networks on Healthcare Insurance Data
  
  06/30/2022 Authors: Khalid S; Matos F; Abunimer A; Bartlett J; Duszak R; Horny M; Gichoya J; Banerjee I; Trivedi H
• AI recognition of patient race in medical imaging: a modelling study.
  Lancet Digit Health Volume: 4 Page(s): e406 - e414
  06/01/2022 Authors: Gichoya JW; Banerjee I; Bhimireddy AR; Burns JL; Celi LA; Chen L-C; Correa R; Dullerud N; Ghassemi M; Huang S-C
• Multi-Institutional Validation of a Mammography-Based Breast Cancer Risk Model.
  J Clin Oncol Volume: 40 Page(s): 1732 - 1740
  06/01/2022 Authors: Yala A; Mikhael PG; Strand F; Lin G; Satuluru S; Kim T; Banerjee I; Gichoya J; Trivedi H; Lehman CD
• The Business of Artificial Intelligence in Radiology Has Little to Do With Radiologists.
  J Am Coll Radiol Volume: 19 Page(s): 564 - 566
  04/01/2022 Authors: Trivedi H
• Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation.
  J Digit Imaging Volume: 35 Page(s): 137 - 152
  04/01/2022 Authors: Jeong JJ; Tariq A; Adejumo T; Trivedi H; Gichoya JW; Banerjee I
• Overview of Noninterpretive Artificial Intelligence Models for Safety, Quality, Workflow, and Education Applications in Radiology Practice.
  Radiol Artif Intell Volume: 4 Page(s): e210114
  03/01/2022 Authors: Tadavarthi Y; Makeeva V; Wagstaff W; Zhan H; Podlasek A; Bhatia N; Heilbrun M; Krupinski E; Safdar N; Banerjee I
• Automatic Localization and Brand Detection of Cervical Spine Hardware on Radiographs Using Weakly Supervised Machine Learning.
  Radiol Artif Intell Volume: 4 Page(s): e210099
  03/01/2022 Authors: Dutt R; Mendonca D; Phen HM; Broida S; Ghassemi M; Gichoya J; Banerjee I; Yoon T; Trivedi H
• Multireader evaluation of radiologist performance for COVID-19 detection on emergency department chest radiographs.
  Clin Imaging Volume: 82 Page(s): 77 - 82
  02/01/2022 Authors: Gichoya JW; Sinha P; Davis M; Dunkle JW; Hamlin SA; Herr KD; Hoff CN; Letter HP; McAdams CR; Puthoff GD
• Optimizing risk-based breast cancer screening policies with reinforcement learning.
  Nat Med Volume: 28 Page(s): 136 - 143
  01/01/2022 Authors: Yala A; Mikhael PG; Lehman C; Lin G; Strand F; Wan Y-L; Hughes K; Satuluru S; Kim T; Banerjee I
• Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.
  AMIA Annu Symp Proc Volume: 2022 Page(s): 1052 - 1061
  01/01/2022 Authors: Tariq A; Tang S; Sakhi H; Celi LA; Newsome JM; Rubin DL; Trivedi H; Gichoy JW; Patel B; Banerjee I
• PathologyBERT - Pre-trained Vs. A New Transformer Language Model for Pathology Domain.
  AMIA Annu Symp Proc Volume: 2022 Page(s): 962 - 971
  01/01/2022 Authors: Santos T; Tariq A; Das S; Vayalpati K; Smith GH; Trivedi H; Banerjee I
• Automatic Classification of Cancer Pathology Reports: A Systematic Review.
  J Pathol Inform Volume: 13 Page(s): 100003
  01/01/2022 Authors: Santos T; Tariq A; Gichoya JW; Trivedi H; Banerjee I
• MedShift: identifying shift data for medical dataset curation
  
  12/27/2021 Authors: Guo X; Gichoya JW; Trivedi H; Purkayastha S; Banerjee I
• Two-step adversarial debiasing with partial learning -- medical image case-studies
  
  11/16/2021 Authors: Correa R; Jeong JJ; Patel B; Trivedi H; Gichoya JW; Banerjee I
• Query bot for retrieving patients' clinical history: A COVID-19 use-case.
  J Biomed Inform Volume: 123 Page(s): 103918
  11/01/2021 Authors: Wang Y; Tariq A; Khan F; Gichoya JW; Trivedi H; Banerjee I
• SCU-Net: A deep learning method for segmentation and quantification of breast arterial calcifications on mammograms.
  Med Phys Volume: 48 Page(s): 5851 - 5861
  10/01/2021 Authors: Guo X; O'Neill WC; Vey B; Yang TC; Kim TJ; Ghassemi M; Pan I; Gichoya JW; Trivedi H; Banerjee I
• A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images.
  J Digit Imaging Volume: 34 Page(s): 1005 - 1013
  08/01/2021 Authors: Kathiravelu P; Sharma P; Sharma A; Banerjee I; Trivedi H; Purkayastha S; Sinha P; Cadrin-Chenevert A; Safdar N; Gichoya JW
• Patient-specific COVID-19 resource utilization prediction using fusion AI model.
  NPJ Digit Med Volume: 4 Page(s): 94
  06/03/2021 Authors: Tariq A; Celi LA; Newsome JM; Purkayastha S; Bhatia NK; Trivedi H; Gichoya JW; Banerjee I
• PATIENT-SPECIFIC COVID-19 RESOURCE UTILIZATION PREDICTION USING FUSION AI MODEL
  Volume: 77 Page(s): 3194 - 3194
  05/11/2021 Authors: Tariq A; Celi L; Newsome J; Purkayastha S; Bhatia N; Merchant F; Trivedi H; Gichoya J; Banerjee I
• Failures Hiding in Success for Artificial Intelligence in Radiology.
  J Am Coll Radiol Volume: 18 Page(s): 517 - 519
  03/01/2021 Authors: Purkayastha S; Trivedi H; Gichoya JW
• Anatomic thermochromic tissue-mimicking phantom of the lumbar spine for pre-clinical evaluation of MR-guided focused ultrasound (MRgFUS) ablation of the facet joint.
  Int J Hyperthermia Volume: 38 Page(s): 130 - 135
  01/01/2021 Authors: Zhang W; Trivedi H; Adams M; Losey AD; Diederich CJ; Ozhinsky E; Rieke V; Bucknor MD
• The State of Radiology AI: Considerations for Purchase Decisions and Current Market Offerings.
  Radiol Artif Intell Volume: 2 Page(s): e200004
  11/01/2020 Authors: Tadavarthi Y; Vey B; Krupinski E; Prater A; Gichoya J; Safdar N; Trivedi H
• Artificial Intelligence in Quality Improvement: Reviewing Uses of Artificial Intelligence in Noninterpretative Processes from Clinical Decision Support to Education and Feedback.
  J Am Coll Radiol Volume: 17 Page(s): 1382 - 1387
  11/01/2020 Authors: Bhatia N; Trivedi H; Safdar N; Heilbrun ME
• Current Clinical Applications of Artificial Intelligence in Radiology and Their Best Supporting Evidence.
  J Am Coll Radiol Volume: 17 Page(s): 1371 - 1381
  11/01/2020 Authors: Tariq A; Purkayastha S; Padmanaban GP; Krupinski E; Trivedi H; Banerjee I; Gichoya JW
• Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications
  
  06/23/2020 Authors: Banerjee I; Sinha P; Purkayastha S; Mashhaditafreshi N; Tariq A; Jeong J; Trivedi H; Gichoya JW
• Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.
  JAMA Netw Open Volume: 3 Page(s): e200265
  03/02/2020 Authors: Schaffter T; Buist DSM; Lee CI; Nikulin Y; Ribli D; Guan Y; Lotter W; Jie Z; Du H; Wang S
• Automatic Labeling of Special Diagnostic Mammography Views from Images and DICOM Headers.
  J Digit Imaging Volume: 32 Page(s): 228 - 233
  04/01/2019 Authors: Lituiev DS; Trivedi H; Panahiazar M; Norgeot B; Seo Y; Franc B; Harnish R; Kawczynski M; Hadley D
• A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain.
  Radiology Volume: 290 Page(s): 456 - 464
  02/01/2019 Authors: Ding Y; Sohn JH; Kawczynski MG; Trivedi H; Harnish R; Jenkins NW; Lituiev D; Copeland TP; Aboian MS; Mari Aparici C
• Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.
  J Digit Imaging Volume: 32 Page(s): 30 - 37
  02/01/2019 Authors: Trivedi HM; Panahiazar M; Liang A; Lituiev D; Chang P; Sohn JH; Chen Y-Y; Franc BL; Joe B; Hadley D
• Automatic Determination of the Need for Intravenous Contrast in Musculoskeletal MRI Examinations Using IBM Watson's Natural Language Processing Algorithm.
  J Digit Imaging Volume: 31 Page(s): 245 - 251
  04/01/2018 Authors: Trivedi H; Mesterhazy J; Laguna B; Vu T; Sohn JH
• Multiple hereditary exostoses: A pseudoaneurysm masquerading as tumor.
  J Radiol Case Rep Volume: 10 Page(s): 50 - 59
  08/01/2016 Authors: Trivedi H; Link TM; O'Donnell RJ; Horvai AE; Motamedi D
• Magnetic resonance imaging (MRI)-guided transurethral ultrasound therapy of the prostate: a preclinical study with radiological and pathological correlation using customised MRI-based moulds.
  BJU Int Volume: 112 Page(s): 508 - 516
  08/01/2013 Authors: Partanen A; Yerram NK; Trivedi H; Dreher MR; Oila J; Hoang AN; Volkin D; Nix J; Turkbey B; Bernardo M
• Age-related changes in prostate zonal volumes as measured by high-resolution magnetic resonance imaging (MRI): a cross-sectional study in over 500 patients.
  BJU Int Volume: 110 Page(s): 1642 - 1647
  12/01/2012 Authors: Turkbey B; Huang R; Vourganti S; Trivedi H; Bernardo M; Yan P; Benjamin C; Pinto PA; Choyke PL
• Use of patient-specific MRI-based prostate mold for validation of multiparametric MRI in localization of prostate cancer.
  Urology Volume: 79 Page(s): 233 - 239
  01/01/2012 Authors: Trivedi H; Turkbey B; Rastinehad AR; Benjamin CJ; Bernardo M; Pohida T; Shah V; Merino MJ; Wood BJ; Linehan WM
• Comparison of clinical and imaging features in succinate dehydrogenase-positive versus sporadic paragangliomas.
  Surgery Volume: 150 Page(s): 1186 - 1193
  12/01/2011 Authors: Venkatesan AM; Trivedi H; Adams KT; Kebebew E; Pacak K; Hughes MS
• Multiparametric 3T prostate magnetic resonance imaging to detect cancer: histopathological correlation using prostatectomy specimens processed in customized magnetic resonance imaging based molds.
  J Urol Volume: 186 Page(s): 1818 - 1824
  11/01/2011 Authors: Turkbey B; Mani H; Shah V; Rastinehad AR; Bernardo M; Pohida T; Pang Y; Daar D; Benjamin C; McKinney YL
• Postural responses to unexpected perturbations of balance during reaching.
  Exp Brain Res Volume: 202 Page(s): 485 - 491
  04/01/2010 Authors: Trivedi H; Leonard JA; Ting LH; Stapley PJ