Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study.
Journal:
JMIR mHealth and uHealth
PMID:
33779574
Abstract
BACKGROUND: In recent years, mobile-based interventions have received more attention as an alternative to on-site obesity management. Despite increased mobile interventions for obesity, there are lost opportunities to achieve better outcomes due to the lack of a predictive model using current existing longitudinal and cross-sectional health data. Noom (Noom Inc) is a mobile app that provides various lifestyle-related logs including food logging, exercise logging, and weight logging.