This paper is in the following e-collection/theme issue:

Wearables and MHealth Reviews (310) mHealth for Patient Education (292) mHealth for Rehabilitation (352) mHealth for Wellness, Behavior Change and Prevention (3315) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1732) Osteoporosis and Osteoporosis Prevention (17)

Published on in Vol 10, No 4 (2022): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/32557, first published .
Digital Health Technologies for Long-term Self-management of Osteoporosis: Systematic Review and Meta-analysis

Digital Health Technologies for Long-term Self-management of Osteoporosis: Systematic Review and Meta-analysis

Digital Health Technologies for Long-term Self-management of Osteoporosis: Systematic Review and Meta-analysis

Authors of this article:

Ghada Alhussein1, 2 Author Orcid Image ;   Leontios Hadjileontiadis1, 2, 3 Author Orcid Image
Article Authors Cited by (38) Tweetations (38) Metrics

Journals

  1. Fernández-Gutiérrez M, Bas-Sarmiento P, Jesús Marín-Paz A, Castro-Yuste C, Sánchez-Sánchez E, Hernández-Encuentra E, Jesus Vinolo-Gil M, Carmona-Barrientos I, Poza-Méndez M. Self-management in heart failure using mHealth: A content validation. International Journal of Medical Informatics 2023;171:104986 View
  2. Schultz K, Maus U, Brabant T, Wergen N, Beyersdorf C. Ernährungsaspekte bei Osteoporose. Osteologie 2022;31(03):176 View
  3. Lee P, Kim H, Zitouni M, Khandoker A, Jelinek H, Hadjileontiadis L, Lee U, Jeong Y. Trends in Smart Helmets With Multimodal Sensing for Health and Safety: Scoping Review. JMIR mHealth and uHealth 2022;10(11):e40797 View
  4. Blake H, Chaplin W, Wainwright E, Taylor G, McNamee P, McWilliams D, Abbott-Fleming V, Holmes J, Fecowycz A, Walsh D, Walker-Bone K. The Web-Based Pain-at-Work Toolkit With Telephone Support for Employees With Chronic or Persistent Pain: Protocol for a Cluster Randomized Feasibility Trial. JMIR Research Protocols 2023;12:e51474 View
  5. Peng X, Xiao P, Liu Y, Huang T, Huang X, Xiao W, Deng S. Summary of best evidence for self-management in postoperative osteoporotic fracture patients. International Journal of Orthopaedic and Trauma Nursing 2024;52:101060 View
  6. Arntz A, Weber F, Handgraaf M, Lällä K, Korniloff K, Murtonen K, Chichaeva J, Kidritsch A, Heller M, Sakellari E, Athanasopoulou C, Lagiou A, Tzonichaki I, Salinas-Bueno I, Martínez-Bueso P, Velasco-Roldán O, Schulz R, Grüneberg C. Technologies in Home-Based Digital Rehabilitation: Scoping Review. JMIR Rehabilitation and Assistive Technologies 2023;10:e43615 View
  7. Lu K, Wu Y, Shi Q, Gong Y, Zhang T, Li C. A novel fracture liaison service using digital health: impact on mortality in hospitalized elderly osteoporotic fracture patients. Osteoporosis International 2024;35(1):53 View
  8. Sanchez-Trigo H, Maher C, Godino J, Sañudo B. Effects of an mHealth physical activity intervention to prevent osteoporosis in premenopausal women. A randomized controlled trial. Journal of Science and Medicine in Sport 2023;26(10):545 View
  9. Paripoorani D, Gasteiger N, Hawley-Hague H, Dowding D. A systematic review of menopause apps with an emphasis on osteoporosis. BMC Women's Health 2023;23(1) View
  10. Angelucci A, Pongiglione B, Bernasconi S, Carrone F, Mazziotti G, Costantino M, Aliverti A, Compagni A. A participatory process to design an app to improve adherence to anti-osteoporotic therapies: A development and usability study. DIGITAL HEALTH 2023;9 View
  11. López-Marcos J, Díaz-Arribas M, Valera-Calero J, Navarro-Santana M, Izquierdo-García J, Ortiz-Gutiérrez R, Plaza-Manzano G. The Added Value of Face-to-Face Supervision to a Therapeutic Exercise-Based App in the Management of Patients with Chronic Low Back Pain: A Randomized Clinical Trial. Sensors 2024;24(2):567 View
  12. Stevenson R, Chowdhury E, Lobo J, Western M, Bilzon J. Influence of the intelligent knee osteoarthritis lifestyle app (iKOALA) on knee joint pain. BMC Musculoskeletal Disorders 2024;25(1) View
  13. Bendtsen M, Schönwandt B, Rubæk M, Hitz M. Evaluation of an mHealth App on Self-Management of Osteoporosis: Prospective Survey Study. Interactive Journal of Medical Research 2024;13:e53995 View
  14. Di Martino G, della Valle C, Centorbi M, Buonsenso A, Fiorilli G, Calcagno G, Iuliano E, di Cagno A. Enhancing Behavioural Changes: A Narrative Review on the Effectiveness of a Multifactorial APP-Based Intervention Integrating Physical Activity. International Journal of Environmental Research and Public Health 2024;21(2):233 View
  15. Delage N, Cantagrel N, Soriot-Thomas S, Frost M, Deleens R, Ginies P, Eschalier A, Corteval A, Laveyssière A, Phalip J, Bertin C, Pereira B, Chenaf C, Doreau B, Authier N, Kerckhove N. Mobile Health App and Web Platform (eDOL) for Medical Follow-Up of Patients With Chronic Pain: Cohort Study Involving the French eDOL National Cohort After 1 Year. JMIR mHealth and uHealth 2024;12:e54579 View
  16. Ejaz N, Khan S, Azim F, Asif M, Teuțan E, Pleșa A, Păcurar R, Stan S. Automatic Gait Classification Model Empowered by Machine Learning for People with and without Osteoporosis Using Smart Walker. Applied Sciences 2024;14(9):3874 View
  17. Huang H, Wang H, Chen H, Wei J, Yin W, Lin K. Adopting Business Intelligence Techniques in Healthcare Practice. Informatics 2024;11(3):65 View
  18. Sun S, Simonsson O, McGarvey S, Torous J, Goldberg S. Mobile phone interventions to improve health outcomes among patients with chronic diseases: an umbrella review and evidence synthesis from 34 meta-analyses. The Lancet Digital Health 2024;6(11):e857 View
  19. LeBlanc M, Tallent S, Hornik C, Camitta M, Schmelzer A, Kang L, Hill K. Mobile health monitoring of children with CHDs. Cardiology in the Young 2024;34(11):2426 View
  20. Mahmood A, Mahmood A, Kedia S, Chang C. Rural-Urban Disparities in Mobile Health Application Ownership and Utilization Among Cancer Survivors. Medical Care 2025;63(2):111 View
  21. Huang J, Ding X. Self-Management Support (SMS) in Transition: The Case of Osteoporosis Management Support in a Chinese Hospital. Computer Supported Cooperative Work (CSCW) 2025;34(1):1 View
  22. Kambhampati S, Rajagopalan S, Abraham V, Poduval M, Maini L. Implant Design and Its Applications in the Fixation of Osteoporotic Bones: Newer Technologies in Nails, Plates and External Fixators. Indian Journal of Orthopaedics 2025;59(3):280 View
  23. Huynh P, Fleisch E, Brändle M, Kowatsch T, Jovanova M. Digital health technologies for metabolic disorders in older adults: a scoping review protocol. BMJ Open 2024;14(12):e085797 View
  24. Alhussein G, Alkhodari M, Khandoker A, Hadjileontiadis L. Novel Speech-Based Emotion Climate Recognition in Peers’ Conversations Incorporating Affect Dynamics and Temporal Convolutional Neural Networks. IEEE Access 2025;13:16752 View
  25. Periyasamy U, Ethiraj T, Rajendran S, Tamilselvi P, Elumalai G, Subbaiya S, Arumugam S. Impact of Nurse-Led Digital Education on Perimenopausal Women’s Perception and Practices for Osteoporosis Prevention. Journal of Pharmacy and Bioallied Sciences 2025;17(Suppl 1):S682 View
  26. Wu Q, Pask E. Self-management of everyday female health: The role of self-care agency, patient-centered communication, and technology features in the intention to adopt period-tracking apps. Social Science & Medicine 2025;370:117851 View
  27. Alhussein G, Alkhodari M, Ziogas I, Lamprou C, Khandoker A, Hadjileontiadis L. Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics. Computer Methods and Programs in Biomedicine 2025;265:108695 View
  28. Yeum K, Ju S, Choe U. Strategies for preventing bone loss in populations with insufficient calcium and vitamin D intake. Nutrition Research and Practice 2025;19(2):155 View
  29. Wanlian X, Xiaoling C, Xiaoqiong P, Xiaomin H, Sijia D, Xueya Y, Qiuyan F, Tianwen H. Best Evidence Summary of Digital Therapeutic Interventions for Self‐Management in Patients With Hip Fractures: An Integrative Review. Journal of Advanced Nursing 2025 View
  30. Sebastian A, Jansons P, Ng E, David S, Maddison R. Determining the Feasibility and Usability of a Co-Designed Culturally Appropriate Conversational Agent (DESI-Heart) to Support Self-Care in People With Cardiovascular Diseases: Protocol for a Single-Arm Pilot Trial. JMIR Research Protocols 2025;14:e78923 View
  31. Barcelos A, Moniz A, Henriques A, Mazeda C, Frazão Mateus E, Machado A, F Gonçalves C, Moreto M, F Almeida M, Mendonça N, Costa D, M Marques M, Domingos P, Nesme Y, Canhão H, Dias S, Rodrigues A. Usability and User Experience of a Digital Platform Prototype (Healthy Bone) to Promote Pharmacological and Nonpharmacological Treatment in Patients With Osteoporosis: Mixed Methods Study. JMIR Formative Research 2025;9:e72468 View
  32. Pettersson B, Lundell S, Audulv Å, Lundin-Olsson L, Sandlund M. Older adults’ long-term engagement in self-managed fall prevention exercise: a qualitative longitudinal study of the digital Safe Step intervention. BMC Geriatrics 2025 View

Books/Policy Documents

  1. Khanipour-Kencha A. Self-Care in the Elderly. View

Conference Proceedings

  1. Alhussein G, Alkhodari M, Khandoker A, Hadjileontiadis L. 2023 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET). Deep Bispectral Analysis of Conversational Speech Towards Emotional Climate Recognition View
  2. Alhussein G, Alkhodari M, Lamprou C, Ziogas I, Ganiti-Roumeliotou E, Khandoker A, Hadjileontiadis L. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Emotional Climate Recognition in Conversations using Peers’ Speech-based Bispectral Features and Affect Dynamics * View
  3. Alhussein G, Alkhodari M, Alfalahi H, Alshehhi A, Hadjileontiadis L. Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments. DEEP BISPECTRAL IMAGE ANALYSIS FOR SPEECH-BASED CONVERSATIONAL EMOTIONAL CLIMATE RECOGNITION View
  4. Alhussein G, Saleem S, Hadjileontiadis L. 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON). Unraveling Emotional Dynamics in Conversations with Swarm Decomposition, Affect Dynamics, and Machine Learning View
  5. Bandlamudi R, Kiran M, Reddy G, Sushmitha K, Madhuri N, Sanjana N. 2025 5th International Conference on Intelligent Technologies (CONIT). OsteoPredict: Osteoporosis Risk Prediction using Machine Learning View