Public Health & Policy

Medical Education

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

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Showing 169-189 of 2,785 articles
PEPCAL: A Heuristic Framework for Teaching Generative AI to Continuing Professional Education Providers and Faculty Developers.

Generative AI is rapidly evolving with the potential to change the way we think about and provide co...

(1)
Jul 2026 42467960
Clinical neuroanatomy teaching at Peking University Health Science Center: Evolution, current practice, and future direction.

Neuroanatomy has been considered one of the most challenging subjects in medical education, often le...

(1)
Jul 2026 42460692
Simulator development using natural language: clinician-led innovation through artificial intelligence.

BACKGROUND: Healthcare simulation training faces significant barriers due to the "clinician-develope...

(4)
Jul 2026 42458589
Systemic Barriers to Curriculum Adaptation for Rapidly Changing Knowledge in Medical Education: Qualitative Study.

BACKGROUND: For this study, digitalization in medicine was used as an illustrative case to investiga...

Jul 2026 42456037
Determinants of modern family planning use among married adolescents in Bangladesh: evidence from a machine learning approach.

BACKGROUND: Modern family planning (FP) is essential for improving the reproductive health of adoles...

(1)
Jul 2026 42458340
Digital dentistry among clinical-year dental students: awareness, attitudes, and curriculum expectations.

BACKGROUND: Digital technologies - including computer-aided design and manufacturing systems, three-...

Jul 2026 42458426
Artificial intelligence in urological education: a systematic review.

BACKGROUND: Artificial intelligence (AI) is currently widely applied across various fields, especial...

Jul 2026 42458430
Explainable simulation-to-field transfer learning for transient-based leak detection in water distribution networks.

This paper deals with a data-driven framework for transient-based leak detection in water distributi...

Jul 2026 42492208
Real-time hallucination detection and intervention in medical LLMs via calibrated hidden-state probes.

OBJECTIVE: Most hallucination mitigation for large language models (LLMs) operates post-hoc, leaving...

(3)
Jul 2026 42447946
AI-Generated Microlearning for Plastic Surgery Residency: Single-Arm Pre-Post Feasibility Study.

BACKGROUND: Surgical residency training faces mounting pressure from expanding subspecialty knowledg...

Jul 2026 42447483
Muscle synergy-driven deep learning for predicting multiphase knee joint loading in ACL-reconstructed patients.

BACKGROUND: Accurate estimation of knee contact force (KCF) is valuable for monitoring joint loading...

(1)
Jul 2026 42470974
Dental Students' and Educators' Perceptions Toward the Adoption of Artificial Intelligence in Dental Education: A Survey-Based Study.

PURPOSE: The integration of artificial intelligence (AI) into dentistry has the potential to transfo...

Jul 2026 42444996
Artificial Intelligence in Dental Education: Overview of Teaching, Assessment and Academic Performance Prediction.

Artificial Intelligence (AI) is increasingly used in dental education. The present study aimed to ex...

Jul 2026 42435734
AI Integration in Medical Imaging Education: A Nationwide Cross-Sectional Survey.

INTRODUCTION: The integration of artificial intelligence (AI) into the medical imaging (MI) curricul...

Jul 2026 42436683
Exact Discrete Stochastic Simulation With Deep-Learning-Scale Gradient Optimization.

Exact stochastic simulation of continuous-time Markov chains (CTMCs) is essential when discreteness ...

Jul 2026 42429619
Chronic Heat Exposure and Perceptual Reasoning in Preschool-Aged Children: Robust Estimation, Effect Modification and Period-Specific Analysis.

BACKGROUND: Emerging evidence links chronic heat exposure to impaired neurodevelopment, yet research...

Jul 2026 42431526
Personalized learning path recommendation for middle school students based on joint optimization of deep reinforcement learning and knowledge tracing.

The rapid advancement of personalized education has created an urgent need for intelligent learning ...

Jul 2026 42431983
Psychometric characterization of human and artificial intelligence performance on cardiology residency in-service examination items.

Large language models (LLMs) are increasingly evaluated using medical examination datasets, yet most...

Jul 2026 42432060
Using Deep Learning Models as a Genetic Architecture for the Simulation of Breeding Schemes.

In several simulation studies, long-term selection led to the rapid depletion of genetic variance. T...

(2)
Jul 2026 42423184
Artificial Intelligence Enhanced Content Review for Curriculum Evaluation in Nursing Education: A Pilot Study.

BACKGROUND: Curricular evaluation is core to nursing education and can benefit from artificial intel...

(1)
Jul 2026 42424114
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