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Justin Rousseau

Associate Professor · University of Texas Southwestern Medical Center

Credentials: · · · · ·

History

University of Texas Southwestern Medical Center
Present

Clinical Informatics
Harvard University
2014–2016
Neurology
University of California (San Diego) Medical Center
2010–2014
OSF St. Mary Medical Center
2010–2011
University of Oklahoma College of Medicine
2006–2010

Research

Evaluating large language models on medical evidence summarization
npj Digital Medicine · 2023 · 210 citations
Trends in Oral Anticoagulant Use Among 436 864 Patients With Atrial Fibrillation in Community Practice, 2011 to 2020
Journal of the American Heart Association · 2022 · 174 citations
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine
npj Digital Medicine · 2024 · 96 citations

JN
Jeffrey Newport
15 papers
Karen Wagner
15 papers
Charles Nemeroff
14 papers
Ziyang Xu
7 papers
Robyn Richmond
6 papers
CP
Caitlin Pinciotti
5 papers
Eric Storch
5 papers
EM
Esther Melamed
5 papers
Israel Liberzon
4 papers
Elmer Bernstam
3 papers
Irfan Sheikh
3 papers
Mayur Patel
3 papers

Grants

North Texas ADRC
National Institute on Aging · P30
Project lead · $552.8K · Ut Southwestern Medical Center
2025–2030
Advancing the Development, Dissemination, and Sustainable Implementation of Evidence-Based Screening and Treatment with Trustworthy GenAI and Responsible AI Workforce
National Center for Advancing Translational Sciences · UG3
PI · $2.1M · Weill Medical Coll of Cornell Univ
2026–2028
Closing the Loop with an Automatic Referral Population and Summarization System
National Library of Medicine · R01
PI · $2.7M · Weill Medical Coll of Cornell Univ
2023–2028
A Network Science Approach to Conflicts of Interest: Metrics, Policies, and Communication Design
National Institute of General Medical Sciences · R01
PI · $832.3K · University of Texas at Austin
2020–2025