Gabriel A. Brat

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

2021 · 152 Zit. · npj Digital Medicine

Artificial Intelligence–enabled Decision Support in Surgery

2023 · 57 Zit. · Annals of Surgery

Evaluating capabilities of large language models: Performance of GPT-4 on surgical knowledge assessments

2024 · 53 Zit. · Surgery

Analyzing Surgical Technique in Diverse Open Surgical Videos With Multitask Machine Learning

2023 · 34 Zit. · JAMA Surgery

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

2023 · 29 Zit. · medRxiv

Predictive Analytics and Artificial Intelligence in Surgery—Opportunities and Risks

2022 · 24 Zit. · JAMA Surgery

Appraising the Quality of Development and Reporting in Surgical Prediction Models

2022 · 18 Zit. · JAMA Surgery

An operational guide to translational clinical machine learning in academic medical centers

2024 · 18 Zit. · npj Digital Medicine

The algorithmic consultant: a new era of clinical AI calls for a new workforce of physician-algorithm specialists

2025 · 1 Zit. · npj Digital Medicine

Data Visualization for Surgical Informed Consent to Communicate Personalized Risk and Patient Preferences

2020 · 1 Zit. · Journal of the American College of Surgeons

A scoping review of artificial intelligence in acute care surgerypromise, pitfalls, and a path forward

2025 · 0 Zit. · International Journal of Surgery

A Proposed Synthesis for Surgeon Intuition and Machine Learning: A Prospective Study Quantifying The Prognostic Value of Surgeon Intuition

2023 · 0 Zit. · Journal of the American College of Surgeons

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask (Preprint)

2020 · 0 Zit.