Wearables and MHealth Reviews

Digital Intervention in Children With Developmental Language Disorder: Systematic Review

Zhaowen Zhou, Cheng Deng, Dongling Yin, Qiaoxue Yang, Zhuoming Chen

JMIR Mhealth Uhealth 2025 (May 23); 13:e59992

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Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

Jilong Duan, Xia Chen, Di Fan, Haikun Jiang, Xue Zhang, Wenyue Zhang, Zhiping Liu, Hongyan Lu

JMIR Mhealth Uhealth 2025 (May 16); 13:e57645

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Identifying Optimal Wearable Devices for Monitoring Mobility in Hospitalized Older Adults: Feasibility, Acceptability, and Validity Study

Paulo Nascimento, Renata Kirkwood, Lauren E Griffith, Mylinh Duong, Cody Cooper, Yujiao Hao, Rong Zheng, Samir Raza, Marla Beauchamp

JMIR Aging 2025 (May 12); 8:e64372

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Wearable Artificial Intelligence for Sleep Disorders: Scoping Review

Sarah Aziz, Amal A M Ali, Hania Aslam, Alaa A Abd-alrazaq, Rawan AlSaad, Mohannad Alajlani, Reham Ahmad, Laila Khalil, Arfan Ahmed, Javaid Sheikh

J Med Internet Res 2025 (May 06); 27:e65272

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The Role of Environmental Factors in Technology-Assisted Physical Activity Intervention Studies Among Older Adults: Scoping Review

Carl-Philipp Jansen, Désirée Nijland, Jean-Michel Oppert, Veysel Alcan, Kirsi E Keskinen, Emmi Matikainen-Tervola, Zada Pajalic, Merja Rantakokko, Signe Tomsone, Essi-Mari Tuomola, Erja Portegijs, Erik J Timmermans

JMIR Mhealth Uhealth 2025 (Mar 13); 13:e59570

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Applying AI in the Context of the Association Between Device-Based Assessment of Physical Activity and Mental Health: Systematic Review

Simon Woll, Dennis Birkenmaier, Gergely Biri, Rebecca Nissen, Luisa Lutz, Marc Schroth, Ulrich W Ebner-Priemer, Marco Giurgiu

JMIR Mhealth Uhealth 2025 (Mar 06); 13:e59660

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Participant Compliance With Ecological Momentary Assessment in Movement Behavior Research Among Adolescents and Emerging Adults: Systematic Review

Shirlene Wang, Chih-Hsiang Yang, Denver Brown, Alan Cheng, Matthew Y W Kwan

JMIR Mhealth Uhealth 2025 (Feb 11); 13:e52887

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The Use of Artificial Intelligence and Wearable Inertial Measurement Units in Medicine: Systematic Review

Ricardo Smits Serena, Florian Hinterwimmer, Rainer Burgkart, Rudiger von Eisenhart-Rothe, Daniel Rueckert

JMIR Mhealth Uhealth 2025 (Jan 29); 13:e60521

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Tracking Upper Limb Motion via Wearable Solutions: Systematic Review of Research From 2011 to 2023

Eirini Karoulla, Maria Matsangidou, Fotos Frangoudes, Panayiotis Paspalides, Kleanthis Neokleous, Constantinos S Pattichis

J Med Internet Res 2024 (Dec 23); 26:e51994

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Qualitative Evaluation of mHealth Implementation for Infectious Disease Care in Low- and Middle-Income Countries: Narrative Review

Josephine Greenall-Ota, H Manisha Yapa, Greg J Fox, Joel Negin

JMIR Mhealth Uhealth 2024 (Dec 13); 12:e55189

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Effectiveness and Acceptability of Asynchronous Digital Health in Asthma Care: Mixed Methods Systematic Review

Nazim Uzzaman, Victoria Hammersley, Kirstie McClatchey, Jessica Sheringham, Diksha Singh, GM Monsur Habib, Hilary Pinnock

J Med Internet Res 2024 (Dec 03); 26:e57708

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The Role of Smartwatch Technology in the Provision of Care for Type 1 or 2 Diabetes Mellitus or Gestational Diabetes: Systematic Review

Sergio Diez Alvarez, Antoni Fellas, Katie Wynne, Derek Santos, Dean Sculley, Shamasunder Acharya, Pooshan Navathe, Xavier Gironès, Andrea Coda

JMIR Mhealth Uhealth 2024 (Dec 03); 12:e54826

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Investigating the Effectiveness of Technology-Based Distal Interventions for Postpartum Depression and Anxiety: Systematic Review and Meta-Analysis

Sarah P Brocklehurst, Alyssa R Morse, Tegan Cruwys, Philip J Batterham, Liana Leach, Alysia M Robertson, Aseel Sahib, Colette T Burke, Jessica Nguyen, Alison L Calear

J Med Internet Res 2024 (Nov 19); 26:e53236

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Mobile Apps for the Personal Safety of At-Risk Children and Youth: Scoping Review

Camille Bowen-Forbes, Tilovatul Khondaker, Tania Stafinski, Maliheh Hadizadeh, Devidas Menon

JMIR Mhealth Uhealth 2024 (Nov 05); 12:e58127

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The Relation Between Passively Collected GPS Mobility Metrics and Depressive Symptoms: Systematic Review and Meta-Analysis

Yannik Terhorst, Johannes Knauer, Paula Philippi, Harald Baumeister

J Med Internet Res 2024 (Nov 01); 26:e51875

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Sensors for Smoking Detection in Epidemiological Research: Scoping Review

Giuliana Favara, Martina Barchitta, Andrea Maugeri, Roberta Magnano San Lio, Antonella Agodi

JMIR Mhealth Uhealth 2024 (Oct 30); 12:e52383

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Usability Assessment Methods for Mobile Apps for Physical Rehabilitation: Umbrella Review

Sylvia Hach, Gemma Alder, Verna Stavric, Denise Taylor, Nada Signal

JMIR Mhealth Uhealth 2024 (Oct 04); 12:e49449

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Data Preprocessing Techniques for AI and Machine Learning Readiness: Scoping Review of Wearable Sensor Data in Cancer Care

Bengie L Ortiz, Vibhuti Gupta, Rajnish Kumar, Aditya Jalin, Xiao Cao, Charles Ziegenbein, Ashutosh Singhal, Muneesh Tewari, Sung Won Choi

JMIR Mhealth Uhealth 2024 (Sep 27); 12:e59587

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Evaluating the Adoption of mHealth Technologies by Community Health Workers to Improve the Use of Maternal Health Services in Sub-Saharan Africa: Systematic Review

Chiyembekezo Kachimanga, Haules Robbins Zaniku, Titus Henry Divala, Johannes C.F Ket, Joia S Mukherjee, Daniel Palazuelos, Alexandra V Kulinkina, Ibukun-Oluwa Omolade Abejirinde, Thomas van den Akker

JMIR Mhealth Uhealth 2024 (Sep 24); 12:e55819

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The Use of Noncommercial Parent-Focused mHealth Interventions for Behavioral Problems in Youth: Systematic Review

Katherine I Magnuson, Kexin Li, Grace Beuley, Stacy R Ryan-Pettes

JMIR Mhealth Uhealth 2024 (Sep 24); 12:e51273

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