[HTML][HTML] Applications and challenges of implementing artificial intelligence in medical education: integrative review

KS Chan, N Zary - JMIR medical education, 2019 - mededu.jmir.org
Background: Since the advent of artificial intelligence (AI) in 1955, the applications of AI
have increased over the years within a rapidly changing digital landscape where public …

[HTML][HTML] Clinical information extraction applications: a literature review

Y Wang, L Wang, M Rastegar-Mojarad, S Moon… - Journal of biomedical …, 2018 - Elsevier
Background With the rapid adoption of electronic health records (EHRs), it is desirable to
harvest information and knowledge from EHRs to support automated systems at the point of …

The role of artificial intelligence in medical education: a systematic review

A Tozsin, H Ucmak, S Soyturk, A Aydin… - Surgical …, 2024 - journals.sagepub.com
Background To examine the artificial intelligence (AI) tools currently being studied in modern
medical education, and critically evaluate the level of validation and the quality of evidence …

Artificial intelligence in health professions education

PR Shankar - Archives of Medicine and Health Sciences, 2022 - journals.lww.com
Artificial intelligence (AI) is widely used in medicine. AI may provide low-cost solutions to
health problems and is especially important for develo** countries. Health-care …

[PDF][PDF] The global use of artificial intelligence in the undergraduate medical curriculum: a systematic review

JR Varma, S Fernando, BY Ting, S Aamir… - Cureus, 2023 - cureus.com
Artificial intelligence (AI) is a rapidly advancing technology that has the potential to
revolutionize medical education. AI can provide personalized learning experiences, assist …

Using machine learning to assess physician competence: a systematic review

RD Dias, A Gupta, SJ Yule - Academic Medicine, 2019 - journals.lww.com
Purpose To identify the different machine learning (ML) techniques that have been applied
to automate physician competence assessment and evaluate how these techniques can be …

The use of artificial intelligence to detect students' sentiments and emotions in gross anatomy reflections

KJ Rechowicz, CA Elzie - Anatomical Sciences Education, 2024 - Wiley Online Library
Students' reflective writings in gross anatomy provide a rich source of complex emotions
experienced by learners. However, qualitative approaches to evaluating student writings are …

Machine scoring of medical students' written clinical reasoning: initial validity evidence

AT Cianciolo, N LaVoie, J Parker - Academic Medicine, 2021 - journals.lww.com
Purpose Develo** medical students' clinical reasoning requires a structured longitudinal
curriculum with frequent targeted assessment and feedback. Performance-based …

Applications of Artificial Intelligence for Non–Psychomotor Skills Training in Health Professions Education: A Sco** Review

KA Costa-Dookhan, Z Adirim, M Maslej… - Academic …, 2024 - journals.lww.com
Purpose This study explores uses of artificial intelligence (AI) in health professions
education for non–psychomotor skills training at undergraduate, postgraduate, and …

Comparing Scoring Consistency of Large Language Models with Faculty for Formative Assessments in Medical Education

R Sreedhar, L Chang, A Gangopadhyaya… - Journal of General …, 2025 - Springer
Abstract Background The Liaison Committee on Medical Education requires that medical
students receive individualized feedback on their self-directed learning skills. Pre-clinical …