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DETERIO-LLM: enhancing traditional deterioration risk scores with clinical context and advanced reasoning

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Objectives: Accurate and timely prediction of physiological deterioration in hospitalized patients is essential, but existing deep learning models, which rely solely on structured electronic health record (EHR) data, generate hig... ...