JSM2026
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Topic-Contributed Paper Session

Agentic AI and Bayesian Methods for Transforming Clinical Research and Trial Design

Wed, Aug 5, 8:30 AM - 10:20 AM Room CC-105 Thomas M. Menino Convention & Exhibition Center
Le BaoOrganizerWencong ChenChair
Section on Bayesian Statistical Science co: Biometrics Sectionco: Section on Statistics in Epidemiology Applied

3 Presentations

Bridging Data Gaps in Oncology: Integrating Large Language Models and Recommendation Systems for Evidence Synthesis
8:35 AM - 8:55 AM
Le Bao (Penn State University)
cancerrecommendationLLM
Mitigating Informative Missingness in EHR Data Using GAIN
8:55 AM - 9:15 AM
Margaret Gamalo (Pfizer)
PRIMAL–DUAL ALTERNATING NEURAL LEARNING FOR TIMELY CLASSIFICATION WITH PERFORMANCE GUARANTEES
9:15 AM - 9:35 AM
Yingqi Zhao (Fred Hutchinson Cancer Research Center)
Co-authors: Jiaming Qiu, Yingye Zheng (Fred Hutchinson Cancer Research Center), Yingqi Zhao (Fred Hutchinson Cancer Research Center)

Discussant

Haoda Fu (Amgen)
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