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Invited Session

Statistical frameworks for assessing AI tools to advance healthcare in real-world clinical settings

Thu, Jan 14, 11:00 AM - 12:45 PM

Yu-Ru SuOrganizerYates ColeyChair

3 Abstracts

Clarifying Estimands for Randomized Trials of Evolving AI-Enabled Clinical Workflows

Andrea Troxel (NYU Langone)

Co-authors: Michele Santacatterina (NYU Grossman School of Medicine)

causal inference adherence uptake sensitivity analysis

Simulating Patient Futures: Trajectory Foundation Models for Hospital Operations

Adarsh Subbaswamy (Johns Hopkins University)

Foundation Models Generative AI Digital Twins Electronic Health Records

Statistical considerations for rigorous evaluations of AI algorithms for breast cancer screening in real-world settings

Yu-Ru Su (Kaiser Permanente Washington Health Research Institute)

Artificial Intelligence; Evaluation; EHR; Breast Cancer Screening

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