AI Research
ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning
Large language models (LLMs) exhibit strong natural-language reasoning abilities for clinical decision support, but struggle to effectively model structured longitudinal electronic health records (EHRs). In contrast, EHR foundation models can learn predictive patient representati...
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ArXiv CS.AI
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ArXiv CS.AI
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This research presents a novel framework, ChatHealthAI, that effectively integrates structured electronic health record data with large language models for more grounded clinical reasoning. By bridging the gap between predictive patient representations and interpretable language capabilities, it promises to enhance clinical decision support systems.
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