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A Deep Learning Framework for Using Search Engine Data to Predict Influenza-Like Illness and Distinguish Epidemic and Nonepidemic Seasons: Multifeature Time Series Analysis

Ji Li, Xiangyu Yan, Xingjie Chu, Ying Zhang, Guoliang Liu, Lin Li, Yue Li, Xiaochun Dong, Zihan Mei, Zhengkun Liu, Jinyue Yuan, Xiaohan Sun, Chunxia Cao

J Med Internet Res 2025;27:e71786

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Effects of a Theory- and Evidence-Based, Motivational Interviewing–Oriented Artificial Intelligence Digital Assistant on Vaccine Attitudes: A Randomized Controlled Trial

Yan Li, Mengqi Li, Janelle Yorke, Daniel Bressington, Joyce Chung, Yao-Jie Xie, Lin Yang, Mengting He, Tsz-Ching Sun, Angela Y M Leung

J Med Internet Res 2025;27:e72637

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Exergame-Based Behavior Change Interventions for Promoting Physical Activity: Systematic Review and Meta-Analysis of Randomized Controlled Studies

Si-Jia Li, Hao-Ming Ma, Lin-Qing Zhu, Hong-Yu Yu, Ao-Qi Wang, Xing-Yi Tang, Run-Yuan Pei, Mei-Hua Piao

J Med Internet Res 2025;27:e62906

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Investigating the Role of Wearable Devices in Facilitating Telehealth Adoption Among the Aging Population: Mediation Analysis of US National Data

Ruijing Wang, Onur Asan, Ting Liao

JMIR Med Inform 2025;13:e68559

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Probability-Based Early Warning for Seasonal Influenza in China: Model Development Study

Jinzhao Cui, Ting Zhang, Yifeng Shen, Xiaoli Wang, Liuyang Yang, Xuefeng Huang, Qiang Huang, Yu Yang, Weizhong Yang, Zhongjie Li

JMIR Med Inform 2025;13:e73631

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A Dashboard for Managing an Ecosystem and People With Dementia: Protocol for a Healthy Ageing Ecosystem for People With Dementia (HAAL) International Feasibility Pilot Study

Giulio Amabili, Elvira Maranesi, Federico Barbarossa, Arianna Margaritini, Anna Rita Bonfigli, Fong-Chin Su, Chien-Ju Lin, Hsiao-Feng Chieh, Dianne Vasseur, Henk Herman Nap, Yeh-Liang Hsu, Dorothy Bai, Roberta Bevilacqua

JMIR Res Protoc 2025;14:e59860

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Impact of Patient Engagement on Blood Pressure Control Among Older Individuals With Hypertension in a Mobile Health Intervention: Longitudinal Analysis Using Latent Growth Curve Modeling

Nanxiang Zhang, Hai Lin, Xichun Wu, Yongjun Zheng, Jianan Yin, Chonglong Ding, Qi Pan, Shuo Yang, Hao Luo, Xinyan Zou, Yingfeng Ge, Jinxin Zhang

J Med Internet Res 2025;27:e71668

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Correction: Prediction of Percutaneous Coronary Intervention Success in Patients With Moderate to Severe Coronary Artery Calcification Using Machine Learning Based on Coronary Angiography: Prospective Cohort Study

Zixiang Ye, Zhangyu Lin, Enmin Xie, Chenxi Song, Rui Zhang, Hao-Yu Wang, Shanshan Shi, Lei Feng, Kefei Dou

J Med Internet Res 2025;27:e80773

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Trust in Artificial Intelligence–Based Clinical Decision Support Systems Among Health Care Workers: Systematic Review

Hein Minn Tun, Hanif Abdul Rahman, Lin Naing, Owais Ahmed Malik

J Med Internet Res 2025;27:e69678

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Factors Associated With Digital Addiction: Umbrella Review

Yun Han, Jiamin Qiu, Chengbin Shi, Shiqi Huang, Haokun Huang, Xinman Wang, Sui Zhu, Da-lin Lu, Peng Lu, Fangfang Zeng

JMIR Ment Health 2025;12:e66950

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