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Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47122, first published .
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

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

Journals

  1. Nimri R, Phillip M, Clements M, Kovatchev B. Closed-Loop, Artificial Intelligence-Based Decision Support Systems, and Data Science. Diabetes Technology & Therapeutics 2025;27(S1):S64 View
  2. Ratna sari , Mikawati , Evi lusiana , Muaningsih , Rizky pratiwi . THE IMPACT OF HEALTH EDUCATION USING FOCUS GROUP DISCUSSION ON BREAST SELF-EXAMINATION (BSE) BEHAVIOR AMONG FEMALE STUDENTS AT SMAN 14 MAKASSAR. Journal of Child, Family, and Consumer Studies 2025;4(1):40 View
  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. Applications of AutoML in Diabetes Risk Prediction: A Rapid Review of Methodological Approaches and Reported Performance (2015–2025 (Preprint). JMIR AI 2025 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. Task Difficulty Regulation in Game-Based Digital Therapeutics Is Associated with Symptom Improvement in Children with ADHD: Secondary Analysis of an RCT (Preprint). JMIR Serious Games 2025 View