Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study.

Di, Shuang; Petch, Jeremy; Gerstein, Hertzel C; Zhu, Ruoqing; Sherifali, Diana

Di, Shuang; Petch, Jeremy; Gerstein, Hertzel C; Zhu, Ruoqing; Sherifali, Diana.

Afiliação

Di S; Centre for Data Science and Digital Health, Hamilton Health Sciences, Hamilton, ON, Canada.
Petch J; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada.
Gerstein HC; Centre for Data Science and Digital Health, Hamilton Health Sciences, Hamilton, ON, Canada.
Zhu R; Population Health Research Institute, Hamilton Health Sciences, Hamilton, ON, Canada.
Sherifali D; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.

JMIR Form Res ; 6(9): e37838, 2022 Sep 13.

Article em En | MEDLINE | ID: mdl-36099006

Palavras-chave

artificial intelligence; community health; diabetes; diabetes health coaching; digital intervention; health coaching; health outcome; patient outcome; reinforcement learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Guideline / Prognostic_studies Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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