This paper is in the following e-collection/theme issue:

Web-based and Mobile Health Interventions (3651) Registered Report (682) Mobile Health (mhealth) (3165) Diabetes Self-Management (535) Diabetes (226) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1581) Text-messaging (SMS, WeChat etc)-Based Interventions (699) Equity and Digital Divide (281) Machine Learning (1748)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60834, first published .
Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial

Authors of this article:

Adrian Aguilera1, 2 Author Orcid Image ;   Marvyn Arévalo Avalos1 Author Orcid Image ;   Jing Xu3 Author Orcid Image ;   Bibhas Chakraborty3 Author Orcid Image ;   Caroline Figueroa4 Author Orcid Image ;   Faviola Garcia5 Author Orcid Image ;   Karina Rosales1 Author Orcid Image ;   Rosa Hernandez-Ramos6 Author Orcid Image ;   Chris Karr7 Author Orcid Image ;   Joseph Williams8 Author Orcid Image ;   Lisa Ochoa-Frongia9 Author Orcid Image ;   Urmimala Sarkar9 Author Orcid Image ;   Elad Yom-Tov10 Author Orcid Image ;   Courtney Lyles11, 12 Author Orcid Image
Article Authors Cited by (3) Tweetations (4) Metrics
All Time | Last Month | Last Six Months | Last Year
Elad Yom-Tov Elad Yom-Tov @elad1

New study on adaptive messaging using RL to improve physical activity by @draguilera et al. (w/ some help from me) finds increased activity over both control and random messaging. More and more evidence accumulating to support adaptive interventions! https://t.co/2ew30uJtKp

12:40 PM · Oct 10, 2024

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Adrian Aguilera Adrian Aguilera @draguilera

Excited to share our study with Co-PI @CourtneyRLyles! We showed a reinforcement learning algorithm can enhance digital interventions for physical activity in underserved populations. Huge thanks to our amazing team for their hard work during the pandemic! https://t.co/d0B3CQCTSe

9:30 PM · Oct 10, 2024

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Gio Ramos, PhD Gio Ramos, PhD @El_GioRamos

RT @draguilera: Excited to share our study with Co-PI @CourtneyRLyles! We showed a reinforcement learning algorithm can enhance digital int…

9:32 PM · Oct 10, 2024

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Colleen Stiles-Shields, Ph.D. Colleen Stiles-Shields, Ph.D. @Colleen_SS

RT @draguilera: Excited to share our study with Co-PI @CourtneyRLyles! We showed a reinforcement learning algorithm can enhance digital int…

9:42 PM · Oct 10, 2024

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Terika McCall, PhD, MPH, MBA Terika McCall, PhD, MPH, MBA @TelementalHlth

RT @draguilera: Excited to share our study with Co-PI @CourtneyRLyles! We showed a reinforcement learning algorithm can enhance digital int…

11:12 PM · Oct 10, 2024

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Courtney Lyles, PhD Courtney Lyles, PhD @CourtneyRLyles

RT @draguilera: Excited to share our study with Co-PI @CourtneyRLyles! We showed a reinforcement learning algorithm can enhance digital int…

3:10 AM · Oct 11, 2024

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