Foundation Models for Structured Electronic Health Record Data
Matthew McDermott
2025 Invited Talk
in
Workshop: Learning from Time-Series for Health
in
Workshop: Learning from Time-Series for Health
Abstract
In the past two years, we've seen the emergence of zero-shot capable foundation models for EHR data, including models like ETHOS, CEHR-GPT, and COMET. In this talk, I'll discuss this advancement, including the key innovations that led to these models (and some of the great ideas that didn't), the major problems and questions they face, their potential clinical utility, and where the field may go next.
Speaker
Matthew McDermott
Video
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