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Improving Prediction of Falls and Cognitive Impairment in Parkinson Disease: Protocol for a Decentralized Observational Study

Audrey Hoyt, Casey Dorney, Peggy Auinger, Kathryn Murphy, Michelle Porto, Katrina Schmier, Renee Wilson, James C Beck, Stephanie Benvengo, Kevin Biglan, E Ray Dorsey, Alberto J Espay, Eric A Macklin, Mariana HG Monje, Dan Novak, David Oakes, Larsson Omberg, Michael A Schwarzschild, Solveig K Sieberts, Tanya Simuni, Caroline M Tanner, Daniel Weintraub, Ruth B Schneider

JMIR Res Protoc 2025;14:e71955

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Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation Study

Lisa Pilgram, Samer El Kababji, Dan Liu, Khaled El Emam

J Med Internet Res 2025;27:e77893

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Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review

Yushu Liu, Chenxi Liu, Jianing Zheng, Chang Xu, Dan Wang

J Med Internet Res 2025;27:e73374

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A Work-Based, Fully Remote, and Peer-Supported Exercise Snack Behavior Change Intervention (MOV’D): Protocol for a Randomized Controlled Pilot Trial

Ashley Monteiro, Jessie Moore, Rocky Aikens, James J Gross, Dan Schwartz, Mike Baiocchi, Judith J Prochaska, Marily Oppezzo

JMIR Res Protoc 2025;14:e64455

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Mobile App–Based Self-Management of Urinary Incontinence in Pregnant Women: Multicenter Pragmatic Randomized Controlled Trial

Baseline characteristics of participants in the intervention and control groups. a Independent 2-sample t test. b Chi-square test. c UI: urinary incontinence. d An International Consultation on Incontinence Questionnaire—Urinary Incontinence Short Form (ICIQ-UI-SF) score of 0 indicates no urinary incontinence at enrollment, whereas a nonzero score indicates urinary incontinence at enrollment. e PFMT: pelvic floor muscle training. f28 missing. g A higher score indicates a worse outcome. h ICIQ-UI-SF: International Consultation

Yuling Zhu, Wenzhi Cai, Sha Liu, Danli Zhang, Dan Luo, Shaoli Huang, Wei Shi, Lihua Yang, Shuanghao Zhang, Hengying Fang, Ling Chen