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Analyzing surgical technique in diverse open surgical videos with multitask machine learning

Publication: Journal Article

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.

Evaluating Capabilities of Large Language Models: Performance of GPT4 on Surgical Knowledge Assessments

Publication: Journal Article

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

Implications of mappings between International Classification of Diseases clinical diagnosis codes and Human Phenotype Ontology terms

Publication: Journal Article

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.

Real-Time multifaceted artificial intelligence vs In-Person instruction in teaching surgical technical skills: a randomized controlled trial

Blog: February 04, 2025

We are joined by the paper's lead author Dr. Recai Yilmaz, postdoctoral research fellow at Children's National Medical Center in Washington, DC. We discuss how the real-time AI enabled intraoperative feedback tool in this study might be deployed in real-world settings. 📅 Date: February 4, 2025 ⏰...

Brendin Beaulieu-Jones

Person: Surgical Postdoctoral Fellow

Brendin Beaulieu-Jones received his MD from the Geisel School of Medicine at Dartmouth, as well as his MBA from the Tuck School of Business at Dartmouth. Brendin is a general surgery resident at Boston University Medical Center in Boston, MA. He is currently enrolled in The Master of Biomedical...

Jevin Clark

Person:

Jevin is currently a medical student at Howard University College of Medicine. Her interest in bioinformatics research began at NIH, and is very pleased to continue working in this field in the Surgical Informatics Lab. I hope to continue research throughout my medical school career and in residency...

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Is More Thinking Always Better? First Impressions of ChatGPT-5 in Surgery Conversations

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Zeynep Bilgili, MD & Gabriel Brat, MD MPH MSc August 13, 2025 When Sam Altman showcased the abilities of GPT-5 for healthcare, we thought: let’s see what the hype is about. We ran it through seven high-stakes acute care surgery scenarios that included a series of questions from patients to their...