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For: Wang S, Zhang C, Kröse B, van Hoof H. Optimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral Simulator. J Med Syst 2021;45:102. [PMID: 34664120 PMCID: PMC8523513 DOI: 10.1007/s10916-021-01773-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 09/20/2021] [Indexed: 11/19/2022]
Number Cited by Other Article(s)
1
Albers N, Melo FS, Neerincx MA, Kudina O, Brinkman WP. Psychological, economic, and ethical factors in human feedback for a chatbot-based smoking cessation intervention. NPJ Digit Med 2025;8:326. [PMID: 40450111 DOI: 10.1038/s41746-025-01701-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 05/03/2025] [Indexed: 06/03/2025]  Open
2
Liang D, Paul AK, Weir DL, Deneer VHM, Greiner R, Siebes A, Gardarsdottir H. Methods in dynamic treatment regimens using observational healthcare data: A systematic review. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2025;263:108658. [PMID: 39999597 DOI: 10.1016/j.cmpb.2025.108658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 02/01/2025] [Accepted: 02/08/2025] [Indexed: 02/27/2025]
3
Mohd Johari NF, Mohamad Ali N, Mhd Salim MH, Abdullah NA. Factors driving the use of mobile health app: insights from a survey. Mhealth 2025;11:12. [PMID: 40248757 PMCID: PMC12004308 DOI: 10.21037/mhealth-24-44] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Accepted: 12/13/2024] [Indexed: 04/19/2025]  Open
4
Brons A, Wang S, Visser B, Kröse B, Bakkes S, Veltkamp R. Machine Learning Methods to Personalize Persuasive Strategies in mHealth Interventions That Promote Physical Activity: Scoping Review and Categorization Overview. J Med Internet Res 2024;26:e47774. [PMID: 39546334 PMCID: PMC11607567 DOI: 10.2196/47774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 01/07/2024] [Accepted: 07/23/2024] [Indexed: 11/17/2024]  Open
5
Fiedler J, Bergmann MR, Sell S, Woll A, Stetter BJ. Just-in-Time Adaptive Interventions for Behavior Change in Physiological Health Outcomes and the Use Case for Knee Osteoarthritis: Systematic Review. J Med Internet Res 2024;26:e54119. [PMID: 39331951 PMCID: PMC11470223 DOI: 10.2196/54119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 06/13/2024] [Accepted: 07/20/2024] [Indexed: 09/29/2024]  Open
6
Takeuchi H, Ishizawa T, Kishi A, Nakamura T, Yoshiuchi K, Yamamoto Y. Just-in-Time Adaptive Intervention for Stabilizing Sleep Hours of Japanese Workers: Microrandomized Trial. J Med Internet Res 2024;26:e49669. [PMID: 38861313 PMCID: PMC11200036 DOI: 10.2196/49669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 08/21/2023] [Accepted: 05/08/2024] [Indexed: 06/12/2024]  Open
7
Xu T, Chen Y, Zeng D, Wang Y. Mixed-Response State-Space Model for Analyzing Multi-Dimensional Digital Phenotypes. J Am Stat Assoc 2023;118:2288-2300. [PMID: 38404670 PMCID: PMC10888145 DOI: 10.1080/01621459.2023.2225742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 06/01/2023] [Indexed: 02/27/2024]
8
O’Connor SR, Treanor C, Ward E, Wickens RA, O’Connell A, Culliford LA, Rogers CA, Gidman EA, Peto T, Knox PC, Burton BJL, Lotery AJ, Sivaprasad S, Reeves BC, Hogg RE, Donnelly M, MONARCH Study Group. Patient Acceptability of Home Monitoring for Neovascular Age-Related Macular Degeneration Reactivation: A Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:13714. [PMID: 36294292 PMCID: PMC9603709 DOI: 10.3390/ijerph192013714] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 10/19/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
9
Sensor Technology and Intelligent Systems in Anorexia Nervosa: Providing Smarter Healthcare Delivery Systems. BIOMED RESEARCH INTERNATIONAL 2022;2022:1955056. [PMID: 36193321 PMCID: PMC9526573 DOI: 10.1155/2022/1955056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 09/06/2022] [Indexed: 11/22/2022]
10
Trella AL, Zhang KW, Nahum-Shani I, Shetty V, Doshi-Velez F, Murphy SA. Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines. ALGORITHMS 2022;15:255. [PMID: 36713810 PMCID: PMC9881427 DOI: 10.3390/a15080255] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
11
Sporrel K, Wang S, Ettema DDF, Nibbeling N, Krose BJA, Deutekom M, de Boer RDD, Simons M. Just-in-Time Prompts for Running, Walking, and Performing Strength Exercises in the Built Environment: 4-Week Randomized Feasibility Study. JMIR Form Res 2022;6:e35268. [PMID: 35916693 PMCID: PMC9379785 DOI: 10.2196/35268] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 03/11/2022] [Accepted: 03/25/2022] [Indexed: 11/23/2022]  Open
12
Lippke S, Ratz T, Keller FM, Juljugin D, Peters M, Pischke C, Voelcker-Rehage C. Mitigating feelings of loneliness and depression by means of web-based or print-based physical activity interventions: Pooled analysis of two community-based intervention trials (Preprint). JMIR Aging 2022;5:e36515. [PMID: 35943790 PMCID: PMC9399846 DOI: 10.2196/36515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/20/2022] [Accepted: 05/25/2022] [Indexed: 11/13/2022]  Open
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