Session II: LLMs, AI Agents, and Applications

Session Chair:

Yize Zhao, PhD

Associate Professor of Biostatistics and Associate Professor of Biomedical Informatics & Data Science, Yale School of Public Health

Speakers:

Andrew Loza, MD, PhD

Instructor of Biomedical Informatics and Data Science; General Pediatrics, Yale School of Medicine

“Multimodal Medical Foundation Models for Risk Prediction and Treatment Effect Estimation”

Jaideep Talwalkar

Professor of Internal Medicine and Pediatrics; Associate Dean for Education Technology and Innovation; Director of Clinical Skills, Yale School of Medicine

“AI in Medical Education at YSM”

Yonghui Wu, PhD

Associate Professor of Health Outcomes & Biomedical Informatics, University of Florida | Chief Data Scientist & Director of Natural Language Processing UF Clinical and Translational Science Institute

“Generative AI to Improve Medical Discovery and Healthcare”

Hua Xu, PhD

Professor of Biomedical Informatics and Data Science; Vice Chair for Research and Development, Department of Biomedical Informatics and Data Science; Associate Dean for Biomedical Informatics, Yale School of Medicine

“From LLMs to Agents: AI Applications in Medicine”