BP
Bhavik N. Patel
Tomography, X-Ray ComputedDeep LearningRadiologyAppropriateness CriteriaAUCdual-energy CTAppropriate Use CriteriaContrast Mediacs.CVcs.LG
On Valency
published · living versionsW_xe24gwhn·v1 · currentpublished
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
with Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu +15
1 version
Preprints & journals
131 papers in the corpus · 2005–2026Unsupervised Hybrid Framework for ANomaly Detection (HAND) - Applied to Screening Mammogram.41313698 · Zhang, Zhemin, Patel, Bhavika, Patel, Bhavik et al.2026 · 1 citationIEEE journal of biomedical and health informatics. 2026;30(10):8861-8869
Self-supervised out-of-distribution detection-Metal implants and other anomaly.41719005 · Ramasamy, Gokul, Tariq, Amara, Fahrenholtz, Samuel J et al.2026 · 0 citationsMedical physics. 2026;53(2):e70339
Artificial Intelligence Chest X-Ray Opportunistic Screening Model for Coronary Artery Calcium Deposition: A Multi-Objective Model With Multimodal Data Fusion.41340775 · Jeong, Jiwoong, Chao, Chieh-Ju, Arsanjani, Reza et al.2025 · 3 citationsMayo Clinic proceedings. Digital health. 2025;3(4):100300
Open-source domain adaptation to handle data shift for volumetric segmentation-use case kidney segmentation.40581675 · Correa-Medero, Ramon, Ghaffar, Umar, Fathizadeh, Sam et al.2025 · 1 citationEuropean radiology. 2026;36(1):553-563
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports.41726519 · Le, David, Correa-Medero, Ramon, Tariq, Amara et al.2026 · 0 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2024;2024:663-672
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports2504.00232v1 · David Le, Ramon Correa-Medero, Amara Tariq et al.2025 · 0 citationsarXiv
Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports.40236838 · Le, David, Correa-Medero, Ramon, Tariq, Amara et al.2026 · 0 citationsArXiv. 2025
Adaptable graph neural networks design to support generalizability for clinical event prediction.39956347 · Tariq, Amara, Kaur, Gurkiran, Su, Leon et al.2025 · 5 citationsJournal of biomedical informatics. 2025;163:104794
Multimodal Fusion Artificial Intelligence Model to Predict Risk for MACE and Myocarditis in Cancer Patients Receiving Immune Checkpoint Inhibitor Therapy.39759436 · Ayoub, Chadi, Appari, Lalith, Pereyra, Milagros et al.2025 · 24 citationsJACC. Advances. 2025;4(1):101435
Two-phase Framework Clinical Question-Answering; A case-study of Autocorrection for Guideline-concordance10.1101/2024.11.04.24316718v1 · Tariq, A., Yu, N., Patel, B. et al.2024 · 1 citationmedRxiv
Self-supervised learning for chest computed tomography: training strategies and effect on downstream applications.39529658 · Tariq, Amara, Ramasamy, Gokul, Patel, Bhavik et al.2025 · 3 citationsJournal of medical imaging (Bellingham, Wash.). 2024;11(6):064003
Comparative Analysis of Fusion Strategies for Imaging and Non-imaging Data - Use-case of Hospital Discharge Prediction.38827051 · Parikh, Vedant, Tariq, Amara, Patel, Bhavik et al.2024 · 0 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024;2024:652-661
Automated Analysis of Split Kidney Function from CT Scans Using Deep Learning and Delta Radiomics.38695176 · Correa-Medero, Ramon Luis, Jeong, Jiwoong, Patel, Bhavik et al.2024 · 4 citationsJournal of endourology. 2024;38(8):817-823
Sociodemographic Differences Among Patients Receiving Coronary Artery Calcium Imaging vs Nongated Chest Computed Tomography Imaging.39129975 · Peng, Allison W, Skye, Megan, Jain, Sneha S et al.2025 · 6 citationsJACC. Advances. 2024;3(7):100963
Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC.38421684 · Wu, Christina, Pai, Reetesh K, Kosiorek, Heidi et al.2024 · 8 citationsClinical cancer research : an official journal of the American Association for Cancer Research. 2024;30(9):1811-1821
Domain-specific LLM Development and Evaluation -- A Case-study for Prostate Cancer10.1101/2024.03.15.24304362v3 · Tariq, A., Luo, M., Urooj, A. et al.2024 · 11 citationsmedRxiv
Self-supervised Learning for Chest CT - Training Strategies and Effect on Downstream Applications10.1101/2024.02.01.24302144v1 · Tariq, A., Patel, B., Banerjee, I.2024 · 1 citationmedRxiv
Patient Centric Summarization of Radiology Findings using Large Language Models10.1101/2024.02.01.24302145v1 · Tariq, A., Urooj, A., Trivedi, S. et al.2024 · 7 citationsmedRxiv
Prediction of Transfusion among In-patient Population using Temporal Pattern based Clinical Similarity Graphs.38222398 · Tariq, Amara, Su, Leon, Patel, Bhavik et al.2024 · 3 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2023;2023:679-688
Opportunistic screening for coronary artery calcium deposition using chest radiographs - a multi-objective models with multi-modal data fusion.38260571 · Jeong, Jiwoong, Chao, Chieh-Ju, Arsanjani, Reza et al.2025 · 2 citationsmedRxiv : the preprint server for health sciences. 2024
Scout-Net: Prospective Personalized Estimation of CT Organ Doses from Scout Views2312.15354v1 · Abdullah-Al-Zubaer Imran, Sen Wang, Debashish Pal et al.2023 · 3 citationsarXiv
Efficient adversarial debiasing with concept activation vector - Medical image case-studies.38043883 · Correa, Ramon, Pahwa, Khushbu, Patel, Bhavik et al.2024 · 23 citationsJournal of biomedical informatics. 2024;149:104548
Opportunistic assessment of ischemic heart disease risk using abdominopelvic computed tomography and medical record data: a multimodal explainable artificial intelligence approach.38030716 · Zambrano Chaves, Juan M, Wentland, Andrew L, Desai, Arjun D et al.2023 · 45 citationsScientific reports. 2023;13(1):21034
Liver fibrosis classification from ultrasound using machine learning: a systematic literature review.37950068 · Punn, Narinder Singh, Patel, Bhavik, Banerjee, Imon2024 · 13 citationsAbdominal radiology (New York). 2024;49(1):69-80
Association of Coronary Artery Calcium Detected by Routine Ungated CT Imaging With Cardiovascular Outcomes.37704309 · Peng, Allison W, Dudum, Ramzi, Jain, Sneha S et al.2023 · 71 citationsJournal of the American College of Cardiology. 2023;82(12):1192-1202
Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters.37729838 · Tariq, Amara, Goddard, Kris, Elugunti, Praneetha et al.2026 · 3 citationsInternational journal of medical informatics. 2023;179:105212
Synthetic dual-energy CT reconstruction from single-energy CT Using artificial intelligence.37665385 · Jeong, Jiwoong, Wentland, Andrew, Mastrodicasa, Domenico et al.2023 · 8 citationsAbdominal radiology (New York). 2023;48(11):3537-3549
Challenges and solutions of echocardiography generalization for deep learning: a study in patients with constrictive pericarditis.37840850 · Jeong, Jiwoong, Chao, Chieh-Ju, Arsanjani, Reza et al.2024 · 4 citationsJournal of medical imaging (Bellingham, Wash.). 2023;10(5):054502
Evolution of Breast Cancer Recurrence Risk Prediction: A Systematic Review of Statistical and Machine Learning-Based Models.37566789 · El Haji, Hasna, Souadka, Amine, Patel, Bhavik N et al.2023 · 25 citationsJCO clinical cancer informatics. 2023;7:e2300049
"Shortcuts" Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation.37506964 · Banerjee, Imon, Bhattacharjee, Kamanasish, Burns, John L et al.2023 · 124 citationsJournal of the American College of Radiology : JACR. 2023;20(9):842-851
Graph convolutional network-based fusion model to predict risk of hospital acquired infections.37027831 · Tariq, Amara, Lancaster, Lin, Elugunti, Praneetha et al.2023 · 22 citationsJournal of the American Medical Informatics Association : JAMIA. 2023;30(6):1056-1067
Extratesticular Scrotal Masses and Pseudomasses.37104123 · Smith, Mathew, Young, Scott, Tan, Nelly et al.2023 · 0 citationsRadiographics : a review publication of the Radiological Society of North America, Inc. 2023;43(5):e220080
Graph-based Fusion Modeling and Explanation forDisease Trajectory Prediction.37128395 · Tariq, Amara, Tang, Siyi, Sakhi, Hifza et al.2023 · 4 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2022;2022:1052-1061
Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks.37018684 · Tang, Siyi, Tariq, Amara, Dunnmon, Jared A et al.2025 · 36 citationsIEEE journal of biomedical and health informatics. 2023;27(4):2071-2082
Generalizable Model Design for Clinical Event Prediction using Graph Neural Networks10.1101/2023.03.22.23287599v1 · Tariq, A., Kaur, G., Su, L. et al.2023 · 2 citationsmedRxiv
The Role of Artificial Intelligence in Echocardiography.36826969 · Barry, Timothy, Farina, Juan Maria, Chao, Chieh-Ju et al.2024 · 118 citationsJournal of imaging. 2023;9(2)
Developing an Echocardiography-Based, Automatic Deep Learning Framework for the Differentiation of Increased Left Ventricular Wall Thickness Etiologies.36826967 · Li, James, Chao, Chieh-Ju, Jeong, Jiwoong Jason et al.2023 · 28 citationsJournal of imaging. 2023;9(2)
Opportunistic screening for low bone density using abdominopelvic computed tomography scans.36748265 · Tariq, Amara, Patel, Bhavik N, Sensakovic, William F et al.2023 · 23 citationsMedical physics. 2023;50(7):4296-4307
Comp2Comp: Open-Source Body Composition Assessment on Computed Tomography2302.06568v1 · Louis Blankemeier, Arjun Desai, Juan Manuel Zambrano Chaves et al.2023 · 9 citationsarXiv
Incidental Coronary Artery Calcium: Opportunistic Screening of Previous Nongated Chest Computed Tomography Scans to Improve Statin Rates (NOTIFY-1 Project).36342823 · Sandhu, Alexander T, Rodriguez, Fatima, Ngo, Summer et al.2023 · 174 citationsCirculation. 2023;147(9):703-714
Natural Language Processing Model for Identifying Critical Findings-A Multi-Institutional Study.36344632 · Banerjee, Imon, Davis, Melissa A, Vey, Brianna L et al.2023 · 21 citationsJournal of digital imaging. 2023;36(1):105-113
Graph-based Fusion Modeling and Explanation for Disease Trajectory Prediction.36324799 · Tariq, Amara, Tang, Siyi, Sakhi, Hifza et al.2024 · 7 citationsmedRxiv : the preprint server for health sciences. 2022
Quantitative Pathologic Analysis of Digitized Images of Colorectal Carcinoma Improves Prediction of Recurrence-Free Survival.35985511 · Pai, Reetesh K, Banerjee, Imon, Shivji, Sameer et al.2023 · 42 citationsGastroenterology. 2022;163(6):1531-1546.e8
Utility of a Rule-Based Algorithm in the Assessment of Standardized Reporting in PI-RADS.35909050 · Zhang, Dylan, Neely, Ben, Lo, Joseph Y et al.2023 · 8 citationsAcademic radiology. 2023;30(6):1141-1147
Acquired cystic disease subtype renal cell carcinoma (ACD-RCC): prevalence and imaging features at a single institution.35674787 · Carnahan, Molly B, Kunzelman, Jacqueline, Kawashima, Akira et al.2022 · 13 citationsAbdominal radiology (New York). 2022;47(8):2858-2866
A Systematic review of 'Fair' AI model development for image classification and prediction10.1101/2022.05.18.22275254v1 · Correa, R., Shaan, M., Trivedi, H. et al.2022 · 26 citationsmedRxiv
ACR Appropriateness Criteria® Staging and Surveillance of Testicular Cancer: 2021 Update.35550802 · Expert Panel on Urological Imaging, Schieda, Nicola, Oto, Aytekin et al.2022 · 10 citationsJournal of the American College of Radiology : JACR. 2022;19(5S):S194-S207
GAN augmentation for multiclass image classification using hemorrhage detection as a case-study.35769344 · Jason Jeong, Jiwoong, Patel, Bhavik, Banerjee, Imon2023 · 4 citationsJournal of medical imaging (Bellingham, Wash.). 2022;9(3):035504
Optimizing anxiolysis and analgesia for percutaneous intervention by the abdominal radiologist.35072783 · Shah, Amar, Cohen, Kevin, Patel, Bhavik et al.2022 · 0 citationsAbdominal radiology (New York). 2022;47(8):2721-2729
Two-step adversarial debiasing with partial learning -- medical image case-studies2111.08711v1 · Ramon Correa, Jiwoong Jason Jeong, Bhavik Patel et al.2021 · 6 citationsarXiv
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