Research map: Digital health solutions for chronic disease physical activity management: wearable devices, artificial intelligence, and public health implementation

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Papers in this map

  1. SANRA—a scale for the quality assessment of narrative review articles · Christopher Baethge · 2019 · 2974 citations · Cited by this paper
  2. National trends in hydrocephalus mortality in the United States, 1999–2024: a serial cross-sectional (ecological) trend analysis · 2026 · Related
  3. Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses · Ty Ferguson · 2022 · 558 citations · Cited by this paper
  4. Immune reconstitution and long-term survival outcomes in LTHIs and TPs living with long-term ART: a propensity score-matched cohort study in Xinjiang, China · 2026 · Related
  5. Wearable-device-measured physical activity and future health risk · Tessa Strain · 2020 · 378 citations · Cited by this paper
  6. A multicenter cross-sectional study on the correlation between lower urinary tract symptoms and sleep status in female nurses aged 40 years and above · 2026 · Related
  7. Association of wearable device-measured vigorous intermittent lifestyle physical activity with mortality · Emmanuel Stamatakis · 2022 · 356 citations · Cited by this paper
  8. Financial toxicity and distress among prostate cancer patients in Lebanon: a cross-sectional study · 2026 · Related
  9. Wearable Sensor/Device (Fitbit One) and SMS Text-Messaging Prompts to Increase Physical Activity in Overweight and Obese Adults: A Randomized Controlled Trial · Julie B. Wang · 2015 · 331 citations · Cited by this paper
  10. Clients’ views and experiences of individual placement and support: an employment program for people in treatment for substance use · 2026 · Related
  11. A systematic review of artificial intelligence chatbots for promoting physical activity, healthy diet, and weight loss · Yoo Jung Oh · 2021 · 290 citations · Cited by this paper
  12. Preparedness, Challenges, and Opportunities for Digital Intervention for Chronic Disease Management: A Qualitative Study in Rural Areas of South Korea · 2024 · Related
  13. Pedometers to enhance physical activity in COPD: a randomised controlled trial · LAURA MENDOZA I · 2014 · 237 citations · Cited by this paper
  14. Advances in cardiovascular risk assessment indicators in obstructive sleep apnea · 2026 · Related
  15. Encouraging Physical Activity in Patients With Diabetes: Intervention Using a Reinforcement Learning System · Elad Yom‐Tov · 2017 · 218 citations · Cited by this paper
  16. Large language models versus expert clinicians in optimizing Chinese patient education materials for temporomandibular disorders: a mixed-methods study integrating readability, accuracy, actionability, and cultural adaptability · 2026 · Related
  17. Can consumer wearable activity tracker-based interventions improve physical activity and cardiometabolic health in patients with chronic diseases? A systematic review and meta-analysis of randomised controlled trials · Wouter M. A. Franssen · 2020 · 200 citations · Cited by this paper
  18. Occupational noise exposure and cardiovascular disease risk factors in China: mediating role of hearing loss · 2026 · Related
  19. Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program · Neil S. Zheng · 2024 · 198 citations · Cited by this paper
  20. Effects of reducing sedentary behaviour on cardiovascular health, skeletal muscle oxidative capacity and functional exercise capacity in sedentary adults: a randomised controlled trial · 2026 · Related
  21. Brief bouts of device-measured intermittent lifestyle physical activity and its association with major adverse cardiovascular events and mortality in people who do not exercise: a prospective cohort study · Matthew N. Ahmadi · 2023 · 192 citations · Cited by this paper
  22. Key Issues as Wearable Digital Health Technologies Enter Clinical Care · Geoffrey S. Ginsburg · 2024 · 142 citations · Cited by this paper
  23. User Models for Personalized Physical Activity Interventions: Scoping Review · Suparna Ghanvatkar · 2018 · 130 citations · Cited by this paper
  24. Effect and feasibility of wearable physical activity trackers and pedometers for increasing physical activity and improving health outcomes in cancer survivors: A systematic review and meta-analysis · Ben Singh · 2021 · 126 citations · Cited by this paper
  25. Interventions Using Wearable Physical Activity Trackers Among Adults With Cardiometabolic Conditions · Alexander Hodkinson · 2021 · 116 citations · Cited by this paper
  26. Personalized Physical Activity Coaching: A Machine Learning Approach · Talko Bernhard Dijkhuis · 2018 · 101 citations · Cited by this paper
  27. Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement · Cailbhe Doherty · 2024 · 97 citations · Cited by this paper
  28. Self-tracking of Physical Activity in People With Type 2 Diabetes · Thea J. M. Kooiman · 2018 · 89 citations · Cited by this paper
  29. Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study · Quyen Gia To · 2021 · 79 citations · Cited by this paper
  30. Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review · Jessica Longhini · 2024 · 77 citations · Cited by this paper
  31. Improvement in Glucose Regulation Using a Digital Tracker and Continuous Glucose Monitoring in Healthy Adults and Those with Type 2 Diabetes · Ashkan Dehghani Zahedani · 2021 · 69 citations · Cited by this paper
  32. A scoping review of methodologies for applying artificial intelligence to physical activity interventions · Ruopeng An · 2023 · 68 citations · Cited by this paper
  33. Increasing physical activity using an just-in-time adaptive digital assistant supported by machine learning: A novel approach for hyper-personalised mHealth interventions · Corneel Vandelanotte · 2023 · 66 citations · Cited by this paper
  34. A Home-Based Mobile Health Intervention to Replace Sedentary Time With Light Physical Activity in Older Cancer Survivors: Randomized Controlled Pilot Trial · Cindy K. Blair · 2021 · 64 citations · Cited by this paper
  35. Wearable devices—addressing bias and inequity · Aniket N. Zinzuwadia · 2022 · 64 citations · Cited by this paper
  36. Electronic wearable device and physical activity among US adults: An analysis of 2019 HINTS data · Zhigang Xie · 2020 · 56 citations · Cited by this paper
  37. Interventions Using Wearable Activity Trackers to Improve Patient Physical Activity and Other Outcomes in Adults Who Are Hospitalized · Kimberley Szeto · 2023 · 53 citations · Cited by this paper
  38. The Effectiveness of Wearable Devices in Non-Communicable Diseases to Manage Physical Activity and Nutrition: Where We Are? · Valentina Natalucci · 2023 · 49 citations · Cited by this paper
  39. The effectiveness of wearable activity trackers for increasing physical activity and reducing sedentary time in older adults: A systematic review and meta-analysis · Shuang Wu · 2023 · 49 citations · Cited by this paper

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