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Applications of AI (814) Foundations of AI (90)

Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47122, first published .
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Leveraging Machine Learning to Develop Digital Engagement Phenotypes of Users in a Digital Diabetes Prevention Program: Evaluation Study

Leveraging Machine Learning to Develop Digital Engagement Phenotypes of Users in a Digital Diabetes Prevention Program: Evaluation Study

Authors of this article:

Danissa V Rodriguez1 Author Orcid Image ;   Ji Chen1 Author Orcid Image ;   Ratnalekha V N Viswanadham1 Author Orcid Image ;   Katharine Lawrence1, 2 Author Orcid Image ;   Devin Mann1, 2 Author Orcid Image
Article Authors Cited by (8) Tweetations (7) Metrics

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  3. Zhou J, Cheng Y, He S, Chen Y, Chen H. Large Language Models for Transforming Healthcare: A Perspective on DeepSeek‐R1. MedComm – Future Medicine 2025;4(2) View
  4. Ivanov M, Rueda A, Bhat V, Krishnan S. Multimodal Framework for Therapeutic Consultations. IEEE Transactions on Affective Computing 2025;16(4):2653 View
  5. Farley B, Radetich E, DAlessandro J, Bulaj G. Metformin-Enhanced Digital Therapeutics for the Affordable Primary Prevention of Diabetes and Cardiovascular Diseases: Advancing Low-Cost Solutions for Lifestyle-Related Chronic Disorders. Healthcare 2025;13(24):3220 View
  6. Nasri S, Kavakli-Throne M, Hassan-Smith Z, Salt A, Hassan-Smith G. Gamification in digital healthcare: from evidence review to a novel framework for enhancing patient engagement in chronic disease management. F1000Research 2025;14:1396 View
  7. Castonguay A, Hegg-Deloye S, Chatton A, Goyette A. Methodological Approaches to and Reported Performance of Applications of Automated Machine Learning in Diabetes Risk Prediction: Rapid Review. JMIR AI 2026;5:e87819 View
  8. Kim J, Kim S, Ryu G, Jun S, Park J, Kim M, Han S, Yoo S, Kim B, Lee H, Song J, Hoe H. Association Between Task Difficulty Regulation in Game-Based Digital Therapeutics and Attention-Deficit/Hyperactivity Disorder Symptoms in Children: Secondary Analysis of a Randomized Controlled Trial. JMIR Serious Games 2026;14:e83932 View