Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS).
Santiago Romero-BrufauDaniel WhitfordMatthew G JohnsonJoel HickmanBruce W MorlanTerry TherneauJames NaessensJeanne M HuddlestonPublished in: Journal of the American Medical Informatics Association : JAMIA (2021)
MC-EWS achieved superior prediction of general care inpatient deterioration using sophisticated feature engineering and a machine learning approach, reducing alert rate.