Public Health & Policy

Medical Education

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

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Showing 64-84 of 2,785 articles
Model-based motion simulation framework for deep learning-assisted motion correction in dynamic wrist CT.

Four-dimensional CT (4DCT) enables visualization of dynamic wrist joint pathology but may be comprom...

(1)
Sep 2026 42727609
Human Judgment and the Limits of Artificial Intelligence for Automated Rank Order Lists in Diagnostic Radiology Residency Selection.

OBJECTIVE: To evaluate whether large language models (LLMs) can reliably reproduce a residency progr...

(2)
Sep 2026 42727622
Artificial intelligence in reproductive medicine and education: current evidence, challenges, and future directions.

OBJECTIVE: To review the current evidence on artificial intelligence (AI) in reproductive medicine, ...

(2)
Sep 2026 42720906
Promise, Mimicry, and Surveillance: Responsibly Integrating Artificial Intelligence With Socratic Inquiry in Medical Education.

Large language models are increasingly proposed as a way to deliver Socratic dialogue at scale in me...

(2)
Sep 2026 42721480
Impact of the hidden curriculum and unprofessionalism on medical student specialty choice.

The hidden curriculum in medical education refers to implicit lessons not formally taught, including...

(3)
Sep 2026 42761217
Generative AI in Clinical Dental Education: Balancing Innovation With Academic Integrity Through Teacher-Centric Implementation.

Generative artificial intelligence (AI) is transforming dental education, presenting simultaneous op...

(2)
Sep 2026 42712190
Beyond the Algorithm: A Stewardship Framework for the Hand Surgeon Adopting Artificial Intelligence.

Artificial intelligence is entering hand surgery through imaging, outcome prediction, and patient co...

(2)
Sep 2026 42714363
From Virtual Simulation to Generative AI: Mapping Research Trends and Frontiers of Intelligent Technologies in Dental Education.

BACKGROUND: Intelligent technologies in dental education have evolved rapidly over two decades, from...

(2)
Sep 2026 42716176
Stigma-sensitive communication in medical students: an AI-supported simulation of a patient living with HIV.

Effective physician-patient communication is essential for addressing HIV-related stigma and support...

(2)
Sep 2026 42709552
Role-Differentiated AI Competencies and Curriculum Implications for Health Professions Education: Qualitative Study.

BACKGROUND: As AI fundamentally transforms the healthcare landscape, medical education curricula hav...

(3)
Sep 2026 42710030
The Allure of "Objective" Data in US Medical Student Assessment and Residency Selection-Are Faulty Data Better than None?

Recent commentaries have urged reconsideration of the shift away from tiered grading in US medical s...

(2)
Sep 2026 42704074
Hands-on Artificial Intelligence Education for Radiology Residents: A Three-year Feasibility and Curriculum Implementation Study.

RATIONALE AND OBJECTIVES: Artificial intelligence (AI) has rapidly transformed radiology practice, y...

(2)
Sep 2026 42701044
Artificial Intelligence-Based Simulation to Improve Code Status Discussions Among Internal Medicine Residents: A Pilot Randomized Trial.

BACKGROUND: Code status discussions (CSDs) are essential in clinical practice yet training modalitie...

(2)
Sep 2026 42690594
What Platform Scores Miss: Multidimensional Evaluation of AI Teaching Agents in Medical Education.

BACKGROUND: Large language model (LLM)-based AI teaching agents are increasingly used in medical edu...

(2)
Sep 2026 42690903
Guidance for laboratory implementation, governance and continuous assurance of artificial intelligence in histopathology.

Artificial intelligence (AI) is rapidly transforming histopathology, with applications ranging from ...

(2)
Sep 2026 42684470
Artificial Intelligence-Enabled Precision Education: A Novel Tool to Augment Radiology Residency Training.

RATIONALE AND OBJECTIVES: Radiology residency often fails to account for individual differences betw...

(2)
Sep 2026 42686494
Will Artificial Intelligence Replace Me? Automation Susceptibility of Emergency Physician Tasks.

STUDY OBJECTIVE: To apply Autor's labor economics task framework to classify emergency physician tas...

(2)
Sep 2026 42687470
Physics-Informed Neural Networks Meet Multimodal Large Language Models: Biomechanical Simulation in Aortic Aneurysm.

Axial dissections of the thoracic artery are common causes of death in people diagnosed with aortic ...

(2)
Sep 2026 42688651
Assessing digital health curriculum needs: a mixed-methods study of student and faculty perspectives in a Singapore medical school.

BACKGROUND: The rapid advancement of digital technologies has transformed healthcare delivery, creat...

(2)
Sep 2026 42678088
Accountability for large language models in health care.

Large language models are entering clinical workflows faster than health-care institutions can assig...

(2)
Sep 2026 42819652
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