Assessment of Machine Learning vs Standard Prediction Rules for Predicting Hospital Readmissions

Abstract

Among 3 hospitals in different settings, an automated machine learning score better predicted readmissions than commonly used readmission scores. More efficiently targeting patients at higher risk of readmission may be the first step toward potentially preventing readmissions.