Predicting Future High-Cost Schizophrenia Patients Using High-Dimensional Administrative Data

Abstract

Using advanced feature selection leveraging detailed health care, medication utilization features, and supervised machine learning methods improved the ability to predict and identify future high-cost patients with schizophrenia when compared with the CMS-HCC model.