mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study - Aguilera, Adrian; Figueroa, Caroline A; Hernandez-Ramos, Rosa; Sarkar, Urmimala; Cemballi, Anupama; Gomez-Pathak, Laura; Miramontes, Jose; Yom-Tov, Elad; Chakraborty, Bibhas; Yan, Xiaoxi; Xu, Jing; Modiri, Arghavan; et al. (BMJ open, 2020)
Keywords: Adaptive learning; Adolescent; Adult; Aged; Behavior; Clinical trials; depression & mood disorders; Depression - epidemiology; Design; Diabetes; diabetes & endocrinology; Diabetes Mellitus - epidemiology; Diabetes Mellitus - therapy; Ethnicity; Exercise; Health care access; health informatics; Humans; Hypotheses; Intervention; Low income groups; Machine Learning; Mental depression; Mental Health; Middle Aged; Minority & ethnic groups; Minority Groups; Mobile Applications; Patients; Portable computers; Primary care; Randomized Controlled Trials as Topic; San Francisco; Smartphones; Telemedicine; Text messaging; Young Adult; San Francisco; United States--US; San Francisco California; telemedicine; health informatics; depression & mood disorders; diabetes & endocrinology