PREDICTIVE HEALTH RISK SCORE TO ENABLE PROACTIVE TRIAGING

Abstract: a system includes a database, a memory storing instructions, and a processor communicatively coupled to the memory and the database. the database stores a dataset comprising previous patient hospital stay data for a plurality of patients. the processor is configured to execute the instructions to generate training data based on the dataset, train a prediction model based on the training data, receive current patient hospital stay data for a current patient, generate a risk score of health deterioration for the current patient based on the prediction model and the current patient hospital stay data, and determine a likelihood of the current patient being transferred to an icu within a selected period based on the risk score.

Inventor(s): Jiacheng LIU, Jaideep SRIVASTAVA, Lisa KIRKLAND, JoAn HALL

CPC Classification: G16H10/60 (for patient-specific data, e.g. for electronic patient records)

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