Literature DB >> 26822328

Encouraging Physical Activity in Patients With Diabetes Through Automatic Personalized Feedback via Reinforcement Learning Improves Glycemic Control.

Irit Hochberg1, Guy Feraru2, Mark Kozdoba3, Shie Mannor3, Moshe Tennenholtz4, Elad Yom-Tov5.   

Abstract

Entities:  

Year:  2016        PMID： 26822328     DOI： 10.2337/dc15-2340

Source DB:  PubMed          Journal:  Diabetes Care        ISSN： 0149-5992            Impact factor:   19.112


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  6 in total

Review 1.  A Scoping Review of Behavioral Economic Interventions for Prevention and Treatment of Type 2 Diabetes Mellitus.

Authors:  Jeffrey T Kullgren; Dina Hafez; Allison Fedewa; Michele Heisler
Journal:  Curr Diab Rep       Date:  2017-09       Impact factor: 4.810

Review 2.  Integrating explanation and prediction in computational social science.

Authors:  Jake M Hofman; Duncan J Watts; Susan Athey; Filiz Garip; Thomas L Griffiths; Jon Kleinberg; Helen Margetts; Sendhil Mullainathan; Matthew J Salganik; Simine Vazire; Alessandro Vespignani; Tal Yarkoni
Journal:  Nature       Date:  2021-06-30       Impact factor: 49.962

3.  Harnessing the power of intelligent machines to enhance primary care.

Authors:  Sarah F Moore; William Hamilton; David J Llewellyn
Journal:  Br J Gen Pract       Date:  2018-01       Impact factor: 5.386

4.  Prescribing of Electronic Activity Monitors in Cardiometabolic Diseases: Qualitative Interview-Based Study.

Authors:  Alice Bellicha; Sandrine Macé; Jean-Michel Oppert
Journal:  J Med Internet Res       Date:  2017-09-23       Impact factor: 5.428

5.  REinforcement learning to improve non-adherence for diabetes treatments by Optimising Response and Customising Engagement (REINFORCE): study protocol of a pragmatic randomised trial.

Authors:  Julie C Lauffenburger; Elad Yom-Tov; Punam A Keller; Marie E McDonnell; Lily G Bessette; Constance P Fontanet; Ellen S Sears; Erin Kim; Kaitlin Hanken; J Joseph Buckley; Renee A Barlev; Nancy Haff; Niteesh K Choudhry
Journal:  BMJ Open       Date:  2021-12-03       Impact factor: 2.692

6.  The effectiveness, reproducibility, and durability of tailored mobile coaching on diabetes management in policyholders: A randomized, controlled, open-label study.

Authors:  Da Young Lee; Jeongwoon Park; Dooah Choi; Hong-Yup Ahn; Sung-Woo Park; Cheol-Young Park
Journal:  Sci Rep       Date:  2018-02-26       Impact factor: 4.379
  6 in total

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