Published on in Vol 23, No 9 (2021): September

Preprints (earlier versions) of this paper are available at, first published .
Application of Artificial Intelligence in Community-Based Primary Health Care: Systematic Scoping Review and Critical Appraisal

Application of Artificial Intelligence in Community-Based Primary Health Care: Systematic Scoping Review and Critical Appraisal

Application of Artificial Intelligence in Community-Based Primary Health Care: Systematic Scoping Review and Critical Appraisal


  1. Shi J, Wei S, Gao Y, Mei F, Tian J, Zhao Y, Li Z. Global output on artificial intelligence in the field of nursing: A bibliometric analysis and science mapping. Journal of Nursing Scholarship 2023;55(4):853 View
  2. Kaswa R, Nair A, Murphy S, Von Pressentin K. Artificial intelligence: A strategic opportunity for enhancing primary care in South Africa. South African Family Practice 2022;64(1) View
  3. Sørensen N, Bemman B, Jensen M, Moeslund T, Thomsen J. Machine learning in general practice: scoping review of administrative task support and automation. BMC Primary Care 2023;24(1) View
  4. Légaré F, Stacey D, Forest P, Archambault P, Boland L, Coutu M, Giguère A, LeBlanc A, Lewis K, Witteman H. Shared decision-making in Canada: Update on integration of evidence in health decisions and patient-centred care government mandates. Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen 2022;171:22 View
  5. Rahimi S, Kolahdoozi M, Mitra A, Salmeron J, Navali A, Sadeghpour A, Mir Mohammadi S. Quantum-Inspired Interpretable AI-Empowered Decision Support System for Detection of Early-Stage Rheumatoid Arthritis in Primary Care Using Scarce Dataset. Mathematics 2022;10(3):496 View
  6. Black G, Bhuiya A, Friedemann Smith C, Hirst Y, Nicholson B. Harnessing the Electronic Health Care Record to Optimize Patient Safety in Primary Care: Framework for Evaluating e–Safety-Netting Tools. JMIR Medical Informatics 2022;10(8):e35726 View
  7. Terry A, Kueper J, Beleno R, Brown J, Cejic S, Dang J, Leger D, McKay S, Meredith L, Pinto A, Ryan B, Stewart M, Zwarenstein M, Lizotte D. Is primary health care ready for artificial intelligence? What do primary health care stakeholders say?. BMC Medical Informatics and Decision Making 2022;22(1) View
  8. Zhang F, Wu S, Qu M, Zhou L, Teekaraman Y. Application of a Remotely Controlled Artificial Intelligence Analgesic Pump Device in Painless Treatment of Children. Contrast Media & Molecular Imaging 2022;2022:1 View
  9. Abbasgholizadeh Rahimi S, Cwintal M, Huang Y, Ghadiri P, Grad R, Poenaru D, Gore G, Zomahoun H, Légaré F, Pluye P. Application of Artificial Intelligence in Shared Decision Making: Scoping Review. JMIR Medical Informatics 2022;10(8):e36199 View
  10. Sharma M, Savage C, Nair M, Larsson I, Svedberg P, Nygren J. Artificial Intelligence Applications in Health Care Practice: Scoping Review. Journal of Medical Internet Research 2022;24(10):e40238 View
  11. Heck T. What artificial intelligence knows about 70 kDa heat shock proteins, and how we will face this ChatGPT era. Cell Stress and Chaperones 2023;28(3):225 View
  12. Singareddy S, SN V, Jaramillo A, Yasir M, Iyer N, Hussein S, Nath T. Artificial Intelligence and Its Role in the Management of Chronic Medical Conditions: A Systematic Review. Cureus 2023 View
  13. Erku D, Khatri R, Endalamaw A, Wolka E, Nigatu F, Zewdie A, Assefa Y. Digital Health Interventions to Improve Access to and Quality of Primary Health Care Services: A Scoping Review. International Journal of Environmental Research and Public Health 2023;20(19):6854 View
  14. Nyariro M, Emami E, Caidor P, Abbasgholizadeh Rahimi S. Integrating equity, diversity and inclusion throughout the lifecycle of AI within healthcare: a scoping review protocol. BMJ Open 2023;13(9):e072069 View
  15. Harris J. An AI-Enhanced Electronic Health Record Could Boost Primary Care Productivity. JAMA 2023;330(9):801 View
  16. Oudin A, Maatoug R, Bourla A, Ferreri F, Bonnot O, Millet B, Schoeller F, Mouchabac S, Adrien V. Digital Phenotyping: Data-Driven Psychiatry to Redefine Mental Health. Journal of Medical Internet Research 2023;25:e44502 View
  17. Saif‐Ur‐Rahman K, Islam M, Alaboson J, Ola O, Hasan I, Islam N, Mainali S, Martina T, Silenga E, Muyangana M, Joarder T. Artificial intelligence and digital health in improving primary health care service delivery in LMICs: A systematic review. Journal of Evidence-Based Medicine 2023;16(3):303 View
  18. Burnazovic E, Yee A, Levy J, Gore G, Abbasgholizadeh Rahimi S. Application of Artificial intelligence in COVID-19-related geriatric care: A scoping review. Archives of Gerontology and Geriatrics 2024;116:105129 View
  19. Zeltzer D, Herzog L, Pickman Y, Steuerman Y, Ber R, Kugler Z, Shaul R, Ebbert J. Diagnostic Accuracy of Artificial Intelligence in Virtual Primary Care. Mayo Clinic Proceedings: Digital Health 2023;1(4):480 View
  20. Korb-Savoldelli V, Tran Y, Perrin G, Touchard J, Pastre J, Borowik A, Schwartz C, Chastel A, Thervet E, Azizi M, Amar L, Kably B, Arnoux A, Sabatier B. Psychometric Properties of a Machine Learning–Based Patient-Reported Outcome Measure on Medication Adherence: Single-Center, Cross-Sectional, Observational Study. Journal of Medical Internet Research 2023;25:e42384 View
  21. Sasseville M, Ouellet S, Rhéaume C, Couture V, Després P, Paquette J, Gentelet K, Darmon D, Bergeron F, Gagnon M. Risk of Bias Mitigation for Vulnerable and Diverse Groups in Community-Based Primary Health Care Artificial Intelligence Models: Protocol for a Rapid Review. JMIR Research Protocols 2023;12:e46684 View
  22. Bundi D. Adoption of machine learning systems within the health sector: a systematic review, synthesis and research agenda. Digital Transformation and Society 2024;3(1):99 View
  23. Akinrinmade A, Adebile T, Ezuma-Ebong C, Bolaji K, Ajufo A, Adigun A, Mohammad M, Dike J, Okobi O. Artificial Intelligence in Healthcare: Perception and Reality. Cureus 2023 View
  24. Zhou T, Luo Y, Li J, Zhang H, Meng Z, Xiong W, Zhang J. Application of Artificial Intelligence in Oncology Nursing. Cancer Nursing 2023;Publish Ahead of Print View
  25. Karunananthan S, Rahgozar A, Hakimjavadi R, Yan H, Dalsania K, Bergman H, Ghose B, LaPlante J, McCutcheon T, McIsaac D, Abbasgholizadeh Rahimi S, Sourial N, Thandi M, Wong S, Liddy C. Use of Artificial Intelligence in the Identification and Management of Frailty: A Scoping Review Protocol. BMJ Open 2023;13(12):e076918 View
  26. Couture V, Germain N, Côté É, Lavoie L, Robitaille J, Morin M, Chouinard J, Couturier Y, Légaré F, Hardy M, Chartier L, Brousseau A, Sourial N, Mercier É, Dallaire C, Fleet R, Leblanc A, Melady D, Roy D, Sinha S, Sirois M, Witteman H, Émond M, Rivard J, Pelletier I, Turcotte S, Samb R, Giguère R, Abrougui L, Smith P, Archambault P. Transitions of care for older adults discharged home from the emergency department: an inductive thematic content analysis of patient comments. BMC Geriatrics 2024;24(1) View
  27. Graves M. Modeling morality and spirituality in artificial chaplains. Computers in Human Behavior: Artificial Humans 2024;2(1):100051 View
  28. Joseph A, Babu A, Prakash L. Revolutionising alcohol use disorder treatment in developing countries: integrating artificial intelligence and technology-driven approaches. Frontiers in Psychiatry 2024;15 View
  29. Ranjbari D, Abbasgholizadeh Rahimi S. Implications of conscious AI in primary healthcare. Family Medicine and Community Health 2024;12(Suppl 1):e002625 View
  30. Şenoymak M, Erbatur N, Şenoymak İ, Fırat S. The Role of Artificial Intelligence in Endocrine Management: Assessing ChatGPT’s Responses to Prolactinoma Queries. Journal of Personalized Medicine 2024;14(4):330 View
  31. 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
  32. Mousavi M, Shafiee S, Harley J, Cheung J, Abbasgholizadeh Rahimi S. Performance of generative pre-trained transformers (GPTs) in Certification Examination of the College of Family Physicians of Canada. Family Medicine and Community Health 2024;12(Suppl 1):e002626 View
  33. Jain H, Marsool M, Odat R, Noori H, Jain J, Shakhatreh Z, Patel N, Goyal A, Gole S, Passey S. Emergence of Artificial Intelligence and Machine Learning Models in Sudden Cardiac Arrest: A Comprehensive Review of Predictive Performance and Clinical Decision Support. Cardiology in Review 2024 View

Books/Policy Documents

  1. Zhou Y. Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022). View
  2. Wojda T, Hoffman C, Kindler K, Desai A, Visweswaran S. Artificial Intelligence in Medicine and Surgery - An Exploration of Current Trends, Potential Opportunities, and Evolving Threats - Volume 2 [Working Title]. View