Gabriel A. Brat

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

2021 · 156 Zit. · npj Digital Medicine

Artificial Intelligence–enabled Decision Support in Surgery

2023 · 63 Zit. · Annals of Surgery

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

2024 · 54 Zit. · Surgery

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data

2021 · 52 Zit. · Journal of the American Medical Informatics Association

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

2023 · 37 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 · 25 Zit. · JAMA Surgery

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

2024 · 21 Zit. · npj Digital Medicine

Appraising the Quality of Development and Reporting in Surgical Prediction Models

2022 · 18 Zit. · JAMA Surgery

Quantifying the Prognostic Value of Preoperative Surgeon Intuition: Comparing Surgeon Intuition and Clinical Risk Prediction as Derived from the American College of Surgeons NSQIP Risk Calculator

2023 · 14 Zit. · Journal of the American College of Surgeons

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

2025 · 3 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

What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models

2026 · 0 Zit. · ArXiv.org

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

2025 · 0 Zit. · International Journal of Surgery

What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models

2026 · 0 Zit. · arXiv (Cornell University)