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

Wearables and MHealth Reviews (276) mHealth for Symptom and Disease Monitoring, Chronic Disease Management (1428) Artificial Intelligence (1421) mHealth for Data Collection and Research (981) mHealth for Wellness, Behavior Change and Prevention (2922)

Published on in Vol 10, No 6 (2022): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35053, first published .
Emerging Artificial Intelligence–Empowered mHealth: Scoping Review

Emerging Artificial Intelligence–Empowered mHealth: Scoping Review

Emerging Artificial Intelligence–Empowered mHealth: Scoping Review

Authors of this article:

Paras Bhatt1 Author Orcid Image ;   Jia Liu2 Author Orcid Image ;   Yanmin Gong1 Author Orcid Image ;   Jing Wang3 Author Orcid Image ;   Yuanxiong Guo1 Author Orcid Image
Article Authors Cited by (35) Tweetations (48) Metrics

Journals

  1. Xue V, Lei P, Cho W. The potential impact of ChatGPT in clinical and translational medicine. Clinical and Translational Medicine 2023;13(3) View
  2. Anmella G, Corponi F, Li B, Mas A, Sanabra M, Pacchiarotti I, Valentí M, Grande I, Benabarre A, Giménez-Palomo A, Garriga M, Agasi I, Bastidas A, Cavero M, Fernández-Plaza T, Arbelo N, Bioque M, García-Rizo C, Verdolini N, Madero S, Murru A, Amoretti S, Martínez-Aran A, Ruiz V, Fico G, De Prisco M, Oliva V, Solanes A, Radua J, Samalin L, Young A, Vieta E, Vergari A, Hidalgo-Mazzei D. Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study. JMIR mHealth and uHealth 2023;11:e45405 View
  3. Deniz-Garcia A, Fabelo H, Rodriguez-Almeida A, Zamora-Zamorano G, Castro-Fernandez M, Alberiche Ruano M, Solvoll T, Granja C, Schopf T, Callico G, Soguero-Ruiz C, Wägner A. Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges. Journal of Medical Internet Research 2023;25:e44030 View
  4. Stephen B, Uzoewulu B, Asuquo P, Ozuomba S. Diabetes and hypertension MobileHealth systems: a review of general challenges and advancements. Journal of Engineering and Applied Science 2023;70(1) View
  5. Kumar D, Ingole A, Choudhari S. Towards Ideal Health Ecosystem With Artificial Intelligence-Driven Medical Services in India: An Overview. Cureus 2023 View
  6. Jagannath D, Dolly R, Dinesh Peter J. Deep reinforcement learning‐based precise prediction model for Smart M‐Health system. Expert Systems 2023 View
  7. Biswas A, Kumari A, Gaikwad D, Pandey D. Revolutionizing Biological Science: The Synergy of Genomics in Health, Bioinformatics, Agriculture, and Artificial Intelligence. OMICS: A Journal of Integrative Biology 2023;27(12):550 View
  8. Gryglewicz K, Orr V, McNeil M, Taliaferro L, Hines S, Duffy T, Wisniewski P. Translating Suicide Safety Planning Components Into the Design of mHealth App Features: Systematic Review. JMIR Mental Health 2024;11:e52763 View
  9. Thilak S, Brown P, Whitehouse T, Gautam N, Lawrence E, Ahmed Z, Veenith T. Diagnosis and management of subarachnoid haemorrhage. Nature Communications 2024;15(1) View
  10. Mendoza K, Villalobos-Daniel V, Jáuregui A, Valero-Morales I, Hernández-Alcaraz C, Zacarías-Alejandro N, Alarcon-Guevara R, Barquera S. Development of a crowdsourcing- and gamification-based mobile application to collect epidemiological information and promote healthy lifestyles in Mexico. Scientific Reports 2024;14(1) View
  11. Adeoye J, Su Y. Leveraging artificial intelligence for perioperative cancer risk assessment of oral potentially malignant disorders. International Journal of Surgery 2024;110(3):1677 View
  12. Wang T, Zhang K, Cai J, Gong Y, Choo K, Guo Y. Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. Journal of Healthcare Informatics Research 2024;8(2):181 View
  13. Kuziemsky C, Chrimes D, Minshall S, Mannerow M, Lau F. AI Quality Standards in Health Care: Rapid Umbrella Review. Journal of Medical Internet Research 2024;26:e54705 View
  14. Tamrat T, Zhao Y, Schalet D, AlSalamah S, Pujari S, Say L. Exploring the Use and Implications of AI in Sexual and Reproductive Health and Rights: Protocol for a Scoping Review. JMIR Research Protocols 2024;13:e53888 View
  15. Assié G, Allassonnière S. Artificial Intelligence in Endocrinology: On Track Toward Great Opportunities. The Journal of Clinical Endocrinology & Metabolism 2024;109(6):e1462 View
  16. Dong T, Yu C, Mao Q, Han F, Yang Z, Yang Z, Pires N, Wei X, Jing W, Lin Q, Hu F, Hu X, Zhao L, Jiang Z. Advances in biosensors for major depressive disorder diagnostic biomarkers. Biosensors and Bioelectronics 2024;258:116291 View
  17. Takeuchi H, Ishizawa T, Kishi A, Nakamura T, Yoshiuchi K, Yamamoto Y. Just-in-Time Adaptive Intervention for Stabilizing Sleep Hours of Japanese Workers: Microrandomized Trial. Journal of Medical Internet Research 2024;26:e49669 View
  18. Liaqat M, Mushtaq M, Jamil A, Mushtaq M, Ali H, Anwar R, Raza A, Aslam A, Tariq T, Hussain M, Bakht D, Bokhari S. Mobile Health Interventions: A Frontier for Mitigating the Global Burden of Cardiovascular Disease. Cureus 2024 View
  19. Parinitha M, Doddawad V, Kalgeri S, Gowda S, Patil S. Impact of Artificial Intelligence in Endodontics: Precision, Predictions, and Prospects. Journal of Medical Signals & Sensors 2024;14(9) View
  20. Sharma N. Use of AI in Pediatric Occupational Therapy: A Review. Rehabilitation Science 2024;9(2):21 View
  21. Atmakuru A, Shahini A, Chakraborty S, Seoni S, Salvi M, Hafeez-Baig A, Rashid S, Tan R, Barua P, Molinari F, Acharya U. Artificial intelligence-based suicide prevention and prediction: A systematic review (2019–2023). Information Fusion 2025;114:102673 View
  22. Cordella C, Marte M, Liu H, Kiran S. An Introduction to Machine Learning for Speech-Language Pathologists: Concepts, Terminology, and Emerging Applications. Perspectives of the ASHA Special Interest Groups 2024:1 View
  23. Jat A, Grønli T, Ghinea G. Navigating Design Science Research in mHealth Applications: A Guide to Best Practices. IEEE Transactions on Engineering Management 2024;71:14472 View
  24. Smith A, Arena R, Bacon S, Faghy M, Grazzi G, Raisi A, Vermeesch A, Ong'wen M, Popovic D, Pronk N. Recommendations on the use of artificial intelligence in health promotion. Progress in Cardiovascular Diseases 2024;87:37 View
  25. Mendel T, Nov O, Wiesenfeld B. Advice from a Doctor or AI? Understanding Willingness to Disclose Information Through Remote Patient Monitoring to Receive Health Advice. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW2):1 View
  26. Durneva P, LeRouge C. The biopsychosocial perspective on designing mobile health apps for self-management of chronic headaches. Health Systems 2024:1 View

Books/Policy Documents

  1. Rigatti M, Carreiro S, Boyer E. Artificial Intelligence in Clinical Practice. View
  2. Najjar R. A Comprehensive Overview of Telemedicine. View
  3. Sahu D, Neelapu B, Sivaraman J, Ray S, Pal K. Advances in Artificial Intelligence. View
  4. Mondal H, Mondal S. Artificial Intelligence in Microbiology: Scope and Challenges Volume 1. View
  5. Kokila ­, Jain R, Jeswal R, Ansari Z. AI Healthcare Applications and Security, Ethical, and Legal Considerations. View
  6. Bertl M, Lamo Y, Leucker M, Margaria T, Mohammadi E, Mukhiya S, Pechmann L, Piho G, Rabbi F. Bridging the Gap Between AI and Reality. View
  7. Xue M, Yao C, Hu J, Hu Y, Lyu H, Feng Y. Entertainment Computing – ICEC 2024. View