Publications

Goodman, Emmett D, Krishna K Patel, Yilun Zhang, William Locke, Chris J Kennedy, Rohan Mehrotra, Stephen Ren, et al. 2024. “Analyzing Surgical Technique in Diverse Open Surgical Videos With Multitask Machine Learning”. JAMA Surgery 159 (2): 185-92.

Beaulieu-Jones, Brendin R, Margaret T Berrigan, Kortney A Robinson, Jayson S Marwaha, Tara S Kent, and Gabriel A Brat. 2024. “An Institutional Curriculum for Opioid Prescribing Education: Outcomes From 2017 to 2022”. Journal of Surgical Research 295: 1-8.

Berrigan, Margaret T, Brendin R Beaulieu-Jones, Jayson Marwaha, Anne Fladger, Mark R Katlic, and Gabriel A Brat. 2024. “Integrating Human Intuition Into Prediction Algorithms for Improved Surgical Risk Stratification”. Annals of Surgery 279 (1): 15-16.

Beaulieu-Jones, Brendin R, Margaret T Berrigan, Sahaj Shah, Jayson S Marwaha, Shuo-Lun Lai, and Gabriel A Brat. 2024. “Evaluating Capabilities of Large Language Models: Performance of GPT-4 on Surgical Knowledge Assessments”. Surgery 175 (4): 936-42.

Goodman, Emmett D., Krishna K. Patel, Yilun Zhang, William Locke, Chris J. Kennedy, Rohan Mehrotra, Stephen Ren, et al. 2023. “Analyzing Surgical Technique in Diverse Open Surgical Videos With Multitask Machine Learning”. JAMA Surgery.

Beaulieu-Jones, Brendin R, Margaret T Berrigan, Jayson S Marwaha, Kortney A Robinson, Larry A Nathanson, Aaron Fleishman, and Gabriel A Brat. 2023. “Postoperative Opioid Prescribing via Rule-Based Guidelines Derived from In-Hospital Consumption: An Assessment of Efficacy Based on Post-Discharge Opioid Use”. Journal of the American College of Surgeons, 10-1097.

Getzen, Emily, Amelia LM Tan, Gabriel Brat, Gilbert S Omenn, Zachary Strasser, Qi Long, John H Holmes, Danielle Mowery, Consortium for Clinical Characterization of COVID-19 by EHR ( 4CE, and . 2023. “Leveraging Informative Missing Data to Learn about Acute Respiratory Distress Syndrome and Mortality in Long-Term Hospitalized COVID-19 Patients Throughout the Years of the Pandemic”. MedRxiv.

Maripuri, Monika, Andrew T Dey, Jacqueline P Honerlaw, Chuan Hong, Yuk-Lam Ho, Vidisha Tanukonda, Alicia W Chen, et al. 2023. “Characterization of Long COVID Definitions and Clinical Coding Practices”. MedRxiv, 2023-10.

Sperotto, Francesca, Alba Guti\ errez-Sacrist\ an, Simran Makwana, Xiudi Li, Valerie N Rofeberg, Tianxi Cai, Florence T Bourgeois, et al. 2023. “Clinical Phenotypes and Outcomes in Children With Multisystem Inflammatory Syndrome across SARS-CoV-2 Variant Eras: A Multinational Study from the 4CE Consortium”. EClinicalMedicine 64.

Dagliati, Arianna, Zachary H Strasser, Zahra Shakeri Hossein Abad, Jeffrey G Klann, Kavishwar B Wagholikar, Rebecca Mesa, Shyam Visweswaran, et al. 2023. “Characterization of Long COVID Temporal Sub-Phenotypes by Distributed Representation Learning from Electronic Health Record Data: A Cohort Study”. Eclinicalmedicine 64.