Before revision:  In this paper, we build prediction models to predict future BMI from baseline medical historydata. We used unaugmented Nemours EHR (Electronic Health Record) data as represented in the PEDSnet (A pediatric Learning Health System) common data model.
After revision:  In this paper, we present a machine learning model specifically designed for predicting future obesity patterns from generally available items on children's medical history. To do this, we have used a large unaugmented EHR (Electronic Health Record) data as represented in the PEDSnet (A pediatric Learning Health System) common data model.