Journal article
Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study
Abstract
BACKGROUND: Health coaching is an emerging intervention that has been shown to improve clinical and patient-relevant outcomes for type 2 diabetes. Advances in artificial intelligence may provide an avenue for developing a more personalized, adaptive, and cost-effective approach to diabetes health coaching.
OBJECTIVE: We aim to apply Q-learning, a widely used reinforcement learning algorithm, to a diabetes health-coaching data set to develop a …
Authors
Di S; Petch J; Gerstein HC; Zhu R; Sherifali D
Journal
JMIR Formative Research, Vol. 6, No. 9,
Publisher
JMIR Publications
DOI
10.2196/37838
ISSN
2561-326X