Publications

Copeland, Daniel, Jayson S Marwaha, Daniel Wong, William Yuan, Michelle Fakler, Chris Kennedy, Brendin Beaulieu-Jones, Vitaliy Poylin, Joseph Feuerstein, and Gabriel A Brat. 2025. “Development of a Claims-Based Computable Phenotype for Ulcerative Colitis Flares”. MedRxiv, 2025-01.

Brat, Gabriel A. 2024. “Evaluating Capabilities of Large Language Models: Performance of GPT4 on Surgical Knowledge Assessments”. To Be Published.

Berrigan, Margaret T, Brendin R Beaulieu-Jones, Jayson S Marwaha, and Gabriel A Brat. 2024. “Response To: Comment on ‘Integrating Human Intuition into Prediction Algorithms for Improved Surgical Risk Stratification’”. Annals of Surgery Open 5 (4): e512.

Tan, Amelia LM, Rafael S Gon\ccalves, William Yuan, Gabriel A Brat, Robert Gentleman, and Isaac S Kohane. 2024. “Implications of Mappings Between International Classification of Diseases Clinical Diagnosis Codes and Human Phenotype Ontology Terms”. JAMIA Open 7 (4): ooae118.

Beaulieu-Jones, Brendin R, Jayson Marwaha, and Gabriel A Brat. 2024. “Improving the Value of Surgeon Intuition Starts by Better Understanding Its Nature: In Reply to Brothers”. Journal of the American College of Surgeons 239 (6): 617-18.

Tan, Amelia LM, Rafael S Gon\ccalves, William Yuan, Gabriel A Brat, Robert Gentleman, Isaac S Kohane, and . 2024. “Implications of Mappings Between ICD Clinical Diagnosis Codes and Human Phenotype Ontology Terms”. ArXiv Preprint ArXiv:2407.08874.

Berrigan, Margaret T, Brendin R Beaulieu-Jones, Rachel Baines, Seth Berkowitz, Heather Evans, and Gabriel A Brat. 2024. “Barriers to Postdischarge Smartphone App Use Among Patients With Traumatic Rib Fractures”. JMIR Formative Research 8 (1): e52726.

Poddar, Mukund, Jayson S Marwaha, William Yuan, Santiago Romero-Brufau, and Gabriel A Brat. 2024. “An Operational Guide to Translational Clinical Machine Learning in Academic Medical Centers”. NPJ Digital Medicine 7 (1): 129.

Maripuri, Monika, Andrew Dey, Jacqueline Honerlaw, Chuan Hong, Yuk-Lam Ho, Vidisha Tanukonda, Alicia W Chen, et al. 2024. “Characterization of Post—COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study”. Online Journal of Public Health Informatics 16: e53445.

Wang, Joyce E, Brendin Beaulieu-Jones, Gabriel A Brat, and Jayson S Marwaha. 2024. “The Role of Artificial Intelligence in Helping Providers Manage Pain and Opioid Use After Surgery”. Global Surgical Education-Journal of the Association for Surgical Education 3 (1): 57.