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Benjamin Collins

Instructor in Clinical Medicine · Vanderbilt University Medical Center

Credentials: · · · · · · ·

History

Vanderbilt University Medical Center
Present
Vanderbilt University Medical Center
Present
Vanderbilt University Medical Center
Present

Oregon Health & Science University
2020–2022
Internal Medicine
Temple University Hospital
2017–2020
Science University
Temple
Virginia Commonwealth University School of Medicine
2013–2017

Research

Large language models are less effective at clinical prediction tasks than locally trained machine learning models
Journal of the American Medical Informatics Association · 2025 · 36 citations
Developing Ethics and Equity Principles, Terms, and Engagement Tools to Advance Health Equity and Researcher Diversity in AI and Machine Learning: Modified Delphi Approach
JMIR AI · 2023 · 24 citations
Recommendations for Clinicians, Technologists, and Healthcare Organizations on the Use of Generative Artificial Intelligence in Medicine: A Position Statement from the Society of…
Journal of General Internal Medicine · 2025 · 14 citations

Ellen Clayton
6 papers
Jesse Wrenn
2 papers
Martin Were
2 papers
Aaron Y Lee
1 paper
Adam Rodman
1 paper
Ang Li
1 paper
Byron Crowe
1 paper
Consuelo Wilkins
1 paper
Daniel Rubin
1 paper
DT
Derek Teng
1 paper · 1 as a resident
DS
Diane Somlo
1 paper · 1 as a resident
ER
Eric Rosenberg
1 paper