Use of Stratified Cascade Learning to predict hospitalization risk with only socioeconomic factors.
Journal:
Journal of biomedical informatics
Published Date:
Feb 20, 2020
Abstract
BACKGROUND AND OBJECTIVE: Published models predicting health related outcomes rely on clinical, claims and social determinants of health (SDH) data. Addressing the challenge of predicting with only SDH we developed a novel framework termed Stratified Cascade Learning (SCL) and used it for predicting the risk of hospitalization (ROH).