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Accelerometry-Assessed Physical Activity and Circadian Rhythm to Detect Clinical Disability Status in Multiple Sclerosis: Cross-Sectional Study

Nicole Bou Rjeily, Muraleetharan Sanjayan, Pratim Guha Niyogi, Blake E Dewey, Alexandra Zambriczki Lee, Christy Hulett, Gabriella Dagher, Chen Hu, Rafal D Mazur, Elena M Kenney, Erin Brennan, Anna DuVal, Peter A Calabresi, Vadim Zipunnikov, Kathryn C Fitzgerald, Ellen M Mowry

JMIR Mhealth Uhealth 2025;13:e57599

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Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis

De Rong Loh, Elliot D Hill, Nan Liu, Geraldine Dawson, Matthew M Engelhard

JMIR AI 2025;4:e62985

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Effectiveness of an mHealth- and School-Based Health Education Program for Salt Reduction (EduSaltS) in China: Cluster Randomized Controlled Trial Within Scale-Up

Naibo Wang, Chen Wang, Puhong Zhang, Yinghua Li, Feng J He, Li Li, Yuan Li, Rong Luo, Dezhi Wan, Lewei Xu, Lifang Deng, Lei Wu

J Med Internet Res 2025;27:e60092

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Facilitators and Barriers to Digital Mental Health Interventions for Depression, Anxiety, and Stress in Adolescents and Young Adults: Scoping Review

Shimin Zhu, Yongyi Wang, Yuxi Hu

J Med Internet Res 2025;27:e62870

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Digital Health Education for Chronic Lung Disease: Scoping Review

Chao Sun, Huohuo Dai, Rianne M.J.J. van der Kleij, Rong Li, Hengchang Wu, Cynthia Hallensleben, Sofie H Willems, Niels H Chavannes

J Med Internet Res 2025;27:e53142

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Assisted Reproductive Technology and Risk of Childhood Cancer Among the Offspring of Parents With Infertility: Systematic Review and Meta-Analysis

Gao Song, Cai-qiong Zhang, Zhong-ping Bai, Rong Li, Meng-qun Cheng

JMIR Cancer 2025;11:e65820

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Two-Year Hypertension Incidence Risk Prediction in Populations in the Desert Regions of Northwest China: Prospective Cohort Study

Yinlin Cheng, Kuiying Gu, Weidong Ji, Zhensheng Hu, Yining Yang, Yi Zhou

J Med Internet Res 2025;27:e68442

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Machine Learning Models With Prognostic Implications for Predicting Gastrointestinal Bleeding After Coronary Artery Bypass Grafting and Guiding Personalized Medicine: Multicenter Cohort Study

Jiale Dong, Zhechuan Jin, Chengxiang Li, Jian Yang, Yi Jiang, Zeqian Li, Cheng Chen, Bo Zhang, Zhaofei Ye, Yang Hu, Jianguo Ma, Ping Li, Yulin Li, Dongjin Wang, Zhili Ji

J Med Internet Res 2025;27:e68509

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An Actor-Partner Interdependence Mediation Model for Assessing the Association Between Health Literacy and mHealth Use Intention in Dyads of Patients With Chronic Heart Failure and Their Caregivers: Cross-Sectional Study

Xiaorong Jin, Yimei Zhang, Min Zhou, Qian Mei, Yangjuan Bai, Qiulan Hu, Wei Wei, Xiong Zhang, Fang Ma

JMIR Mhealth Uhealth 2025;13:e63805

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Natural Language Processing Technologies for Public Health in Africa: Scoping Review

Songbo Hu, Abigail Oppong, Ebele Mogo, Charlotte Collins, Giulia Occhini, Anna Barford, Anna Korhonen

J Med Internet Res 2025;27:e68720

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