2020年11月20日 · One of the tools is Epic’s deterioration index (DI) predictive analytics model, which promotes a proactive approach to identifying patient acuity. Epic’s data science team developed and validated this model through more than 100,000 patient encounters across multiple organizations.

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The Epic electronic medical record contains a Deterioration Index (DI) algorithm that generates a prediction score every 15 min using objective data. Previous validation studies show rapid increases in DI score (≥14) predict a worse prognosis.

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2022年10月3日 · The DI model uses configurable thresholds that define when a patient is considered at risk, alert clinicians, and prompt them to intervene. A lower threshold creates a more sensitive model and generates more frequent warnings, risking alert fatigue and inefficient use of clinicians’ time, [6] while a higher threshold could miss patients who ...

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