Data Mining Based Predictive Models for Overall Health Indices

• Main Authors: RAJKUMAR, Ridhima, SHIM, Kyong Jin, SRIVASTAVA, Jaideep
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/1525; https://ink.library.smu.edu.sg/context/sis_research/article/2524/viewcontent/10_009.pdf
• Institution: Singapore Management University

In this study, we infer health care indices of individuals using their pharmacy medical and prescription claims. Specifically, we focus on the widely used Charlson Index. We use data mining techniques to formulate the problem of classifying Charlson Index (CI) and build predictive models to predict...