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

New Methods and Approaches in Medical Education (316) Artificial Intelligence (1767) New Methods (1034) Reviews in Medical Education (73) Artificial Intelligence (AI) in Medical Education (127)

Published on in Vol 6, No 1 (2020): Jan-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/19285, first published .
Artificial Intelligence Education and Tools for Medical and Health Informatics Students: Systematic Review

Artificial Intelligence Education and Tools for Medical and Health Informatics Students: Systematic Review

Artificial Intelligence Education and Tools for Medical and Health Informatics Students: Systematic Review

Authors of this article:

A Hasan Sapci1 Author Orcid Image ;   H Aylin Sapci2 Author Orcid Image
Article Authors Cited by (174) Tweetations (12) Metrics

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  122. Khojah R, Werth A, Broadhead K, Dobrucki L, Geiger C, Rubenstein D. Integrating Generative Artificial Intelligence Tools and Competencies in Biomedical Engineering Education. Biomedical Engineering Education 2025 View
  123. Lee I, Lee Y. Development of a Medical AI Ethics Education Module Reflecting AI Competency Framework for Medical Students. Korean Medical Education Review 2025;27(1):17 View
  124. Youssef E, Meriem M, Ait-Lemqeddem H. ChatGPT and ethics in healthcare facilities: an overview and innovations in technical efficiency analysis. AI and Ethics 2025 View
  125. Zhang Q, Qian Y, Gao S, Liu Y, Shen X, Jiang Q. Behavioral Dynamics Analysis in Language Education: Generative State Transitions and Attention Mechanisms. Behavioral Sciences 2025;15(3):326 View
  126. Naureen M, Siddiqui S, Nasir S, Khan A. Awareness of the Role of Artificial Intelligence in Health Care among Undergraduate Nursing Students: A Descriptive Cross-Ssectional Study. Nurse Education Today 2025;149:106673 View
  127. Ma J, Wen J, Qiu Y, Wang Y, Xiao Q, Liu T, Zhang D, Zhao Y, Lu Z, Sun Z. The role of artificial intelligence in shaping nursing education: A comprehensive systematic review. Nurse Education in Practice 2025;84:104345 View
  128. Merino-Campos C. The Impact of Artificial Intelligence on Personalized Learning in Higher Education: A Systematic Review. Trends in Higher Education 2025;4(2):17 View
  129. Almalki M, Alkhamis M, Khairallah F, Choukou M. Perceived artificial intelligence readiness in medical and health sciences education: a survey study of students in Saudi Arabia. BMC Medical Education 2025;25(1) View
  130. Singh S, Chaurasia A, Raichandani S, Grewal H, Udare A, Jawahar A. Commentary: Leveraging Large Language Models for Radiology Education and Training. Journal of Computer Assisted Tomography 2025 View
  131. Qaladi O, Alshammari M, Abdulrahim Almalki A, Alamri M. Artificial intelligence (AI) in nursing administration: Challenges and opportunities. PLOS ONE 2025;20(4):e0319588 View
  132. Rehman S, Ali M, Cheema E, Shanzeh A. Exploring the perceptions and experiences of pharmacy students about formative and summative OSCE incorporating AI in preparatory process: A mixed-methods study. Currents in Pharmacy Teaching and Learning 2025;17(6):102348 View
  133. Mohammadi N, Maghsoudi M, Sabet M, Soghi M. Unveiling the Evolution of Educational Technologies: A Patent-Based Clustering and Life Cycle Analysis. IEEE Access 2025;13:55740 View
  134. Peck M, Conway H. Use of Artificial Intelligence and Machine Learning in Critical Care Ultrasound. Critical Care Clinics 2025;41(3):593 View
  135. Gómez Cano C. The role of artificial intelligence and big data in health sciences research: Review of advances and educational perspectives. Seminars in Medical Writing and Education 2022;1:71 View
  136. Mosae T, Kaushal R. THE ROLE OF EDUCATORS IN ADDRESSING THE USE OF ARTIFICIAL INTELLIGENCE IN HIGHER EDUCATION: A NARRATIVE REVIEW. ShodhKosh: Journal of Visual and Performing Arts 2024;5(7) View
  137. Mwogosi A, Simba R. Integration of AI into teaching methodologies in health training institutions in Tanzania. Journal of Research in Innovative Teaching & Learning 2025 View
  138. Sunmboye K, Strafford H, Noorestani S, Wilison-Pirie M. Exploring the influence of artificial intelligence integration on personalized learning: a cross-sectional study of undergraduate medical students in the United Kingdom. BMC Medical Education 2025;25(1) View
  139. Erlich-Feingold O, Anteby R, Klang E, Soffer S, Cordoba M, Nachmany I, Amiel I, Barash Y. Artificial intelligence classifies surgical technical skills in simulated laparoscopy: a pilot study. Surgical Endoscopy 2025;39(6):3592 View
  140. Ahmed Y. The Role of Artificial Intelligence in Precision Medical Education: A Call for Curriculum Innovation. Sarvodaya International Journal of Medicine 2025;1(2):37 View
  141. Bayraktar Y, Ayan E, Ayhan B. Dental Cavity Analysis in Restorative Dentistry Using Deep Learning and Explainable Artificial Intelligence. Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi 2025;15(2):372 View
  142. Hassanien M, Elsamanoudy A, Ghoneim F, Hegazy G, Amin H, Mustafa H, Younes M, Abo-Halawa N, Saadany S, Kamer R. Six-step approach for developing customized GPT in medical education ‎. Journal of Advanced Pharmacy Education and Research 2025;15(2):107 View
  143. Tressyalina T, Ghaluh B, Wulandari E, Arief E, Noveria E. Enhancing students’ critical thinking in criminal case solving: an AI-based pragmatic application for analyzing authentic Indonesian texts and videos. Interactive Learning Environments 2025:1 View
  144. Punzalan J, Punzalan M. Integrating digital health competencies in community-engaged medical education: A scoping review for developing teaching and learning strategies for digital health. Journal of Education and Health Promotion 2025;14(1) View
  145. Sorte S, Rawekar A, Rathod S, Surana Gandhi N. Future-ready medicine: Assessing the need for A.I. education in Indian undergraduate medical curriculum: A mixed method survey of student perspectives. Journal of Education and Health Promotion 2025;14(1) View
  146. AlZaabi A, Masters K. Assessing medical students’ readiness for artificial intelligence after pre-clinical training. BMC Medical Education 2025;25(1) View
  147. Bajwa M, LeMoine J, Morris M, Bajwa N. The Partnership Principle for Healthcare Simulations Using Artificial Intelligence: Simulationists and Techies Need to Communicate!. Cureus Journal of Computer Science 2025 View

Books/Policy Documents

  1. Kasperiuniene J. Computer Supported Qualitative Research. View
  2. Koivisto J, Havola S, Mäkinen H, Haavisto E. AI in Learning: Designing the Future. View
  3. Saura J. Handbook of Research on Artificial Intelligence in Government Practices and Processes. View
  4. Reddy S, Cooper P. The Health Information Workforce. View
  5. Penteado B, Fornazin M, Castro L. Progress in Artificial Intelligence. View
  6. Ybarra S. Transforming Education With Generative AI. View
  7. Komalasari R. Analyzing Current Digital Healthcare Trends Using Social Networks. View
  8. Amrita , Baniya P, Agrawal A, Gupta B. Enhancing Medical Imaging with Emerging Technologies. View
  9. 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. View
  10. Ahmed S, Zaki A, Bentley Y. Utilizing AI for Assessment, Grading, and Feedback in Higher Education. View
  11. Assante D, Fornaro C, Laura L, Pirrone D, Gokdemir A, Jecheva V. Smart Technologies for a Sustainable Future. View
  12. Li M, Wang X. Artificial Intelligence for Future Society. View
  13. A. Gould J, P. Stawicki S, Yimeng Lee R, Ng-Pellegrino A. Artificial Intelligence in Medicine and Surgery - An Exploration of Current Trends, Potential Opportunities, and Evolving Threats - Volume 2. View
  14. Mansour N, Msheik El-Khoury F, Zaatari G, Harb M. Higher Education in the Arab World. View
  15. Marengo A, Pange P. Creative Approaches to Technology-Enhanced Learning for the Workplace and Higher Education. View
  16. Nawaz F, Opriessnig E, Usman F, Agrohi J, Arshad Z, Kashyap R, Anwar S. Precision Health in the Digital Age. View
  17. Khan S. Fundamentals of AI for Medical Education, Research and Practice. View
  18. Yadav A, Jaiswal A, Singh T. Business Intelligence and Data Analytics. View
  19. Lamnai A, Elmhouti A. Supporting Personalized Learning and Students' Skill Development With AI. View
  20. Prakash V, Dua K, Debono C, Garg L. Revolutionizing Healthcare: Impact of Artificial Intelligence on Diagnosis, Treatment, and Patient Care. View
  21. Maldonado E. Intersection of Artificial Intelligence, Data Science, and Cutting-Edge Technologies: From Concepts to Applications in Smart Environment. View
  22. Chakraborty P, Mutsuddi I. Contemporary Business Practices and Sustainable Strategic Growth. View

Conference Proceedings

  1. Alam A. 2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS). A Digital Game based Learning Approach for Effective Curriculum Transaction for Teaching-Learning of Artificial Intelligence and Machine Learning View
  2. Mahamuni C, Sayyed Z, Mishra A. 2022 IEEE International Power and Renewable Energy Conference (IPRECON). Machine Learning for Smart Cities: A Survey View
  3. Gazawy Q, Buyrukoglu S, Akbas A. 2023 Innovations in Intelligent Systems and Applications Conference (ASYU). Deep Learning for Enhanced Education Quality: Assessing Student Engagement and Emotional States View
  4. Nair R, Babu T, Singh T, Duraisamy P, Mehra V. 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT). Class Room Student Attentiveness Model based on YOLO View
  5. Bouktif S, K N. 2024 IEEE International Conference on Progress in Informatics and Computing (PIC). Real-Time Detection of Student Attention in Online Learning: A Scalable Solution for Crisis-Driven Remote Education View