Public Health & Policy

Medical Education

Latest AI and machine learning research in medical education for healthcare professionals.

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Showing 274-294 of 2,785 articles
Predicting student grades via adaptive multi-level learning models.

Educational institutions increasingly rely on intelligent systems to extract actionable insights fro...

Jun 2026 42243207
MRISce: an interactive autonomous driving test scenario generation method based on multi-agent reinforcement learning.

Road safety remains the primary objective in the development and validation of autonomous driving sy...

Jun 2026 42235287
Narrative Review on History of Point-of-Care Ultrasound Training in Critical Care.

INTRODUCTION/PURPOSE: Point-of-care ultrasound (PoCUS) has evolved from bulky radiology-based machin...

Jun 2026 42257174
Application of artificial intelligence-generated clinical cases in case-based learning of histology and embryology.

To investigate the effectiveness of a case-based learning (CBL) approach in histology and embryology...

Jun 2026 42231069
The Historical Evolution of Microlearning in Health Professions Education: Bibliometric Analysis.

BACKGROUND: Microlearning has emerged as a flexible, technology-enabled instructional approach in he...

Jun 2026 42224630
Problem-based learning in the age of generative AI: A structured blueprint for medical curricula.

BACKGROUND: Problem-based learning (PBL) is a well-established approach in medical education. In sma...

Jun 2026 42225450
Preparing Midwives for the Digital Future: A Qualitative Study on Academic Midwives' Perspectives on Artificial Intelligence in Education.

AIM: The aim of this study was to explore the perspectives of midwifery academics regarding the inte...

Jun 2026 42189109
Robust and Interpretable AI for Acute Appendicitis: A Simulation-to-Clinical Validation Pipeline.

BACKGROUND AND OBJECTIVE: Accurate and timely diagnosis of Acute Appendicitis remains a major challe...

(1)
May 2026 42242041
Use of virtual reality simulation in preparation for practical training in healthcare education - a mixed method study with students and educators.

INTRODUCTION: Simulation-based education promotes active learning and reflective practice in healthc...

May 2026 42218455
Innovative teaching in legal medicine through forensic simulation: a case-based educational project.

In Italy, forensic medicine education is traditionally theory-based, which limits students' access t...

May 2026 42215699
From Flexner to artificial intelligence: a century of transformation in global medical education.

BACKGROUND: Over the past century, medical education has undergone a profound transformation, evolvi...

(5)
May 2026 42213512
The art of semantics in radiology reporting.

Radiology reports are the primary product of diagnostic radiology, yet the language in which they ar...

(1)
May 2026 42229162
Improving the impact of medical student research through structured mentorship: a clinical research enterprise model.

PROBLEM: Medical student research engagement is increasingly important in residency selection and pr...

May 2026 42209435
Identifying necessary conditions for medical students' adoption of AI in the future practice: a survey study in Canada.

BACKGROUND: As artificial intelligence (AI) technologies become increasingly embedded in healthcare,...

May 2026 42210274
AI-assisted case-based learning and flipped classroom to improve clinical decision-making: a randomized controlled trial in reproductive medicine.

BACKGROUND: Efficient training of reproductive medicine clinicians is critical in the context of dec...

(1)
May 2026 42200362
Advanced molecular detection, bioinformatics, and artificial intelligence era in medical laboratory science education.

The rapid growth of molecular diagnostics, bioinformatics, and artificial intelligence (AI)/machine ...

May 2026 42200654
The Next Wave of Workplace Bullying in Health Care.

BACKGROUND AND INTRODUCTION: Workplace bullying and incivility have continued to escalate across hea...

(1)
May 2026 42201346
Generative AI's Impact on the Mental Health of Medical Students: Scenario Analysis.

BACKGROUND: Generative artificial intelligence (AI) is quickly changing medical education, even as m...

May 2026 42190258
AI-Driven Precision Learning in Neurosurgical Residency: Integrating Predictive Analytics Into the RCKaS Framework.

BACKGROUND: Competency-based neurosurgical education requires not only structured assessment but als...

May 2026 42190620
The Impact of Artificial Intelligence on Radiology Specialty Preferences Among Canadian Medical Students and Residents.

RATIONALE AND OBJECTIVES: Artificial intelligence (AI) is playing an increasingly significant role i...

May 2026 42191531
The landscape of virtual simulation in undergraduate dental education with implications for artificial intelligence incorporation.

Virtual simulation (VS) is pivotal in undergraduate dental education for cognitive and preclinical t...

May 2026 42192178
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