Public Health & Policy

Medical Education

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

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Extended reality and emerging artificial intelligence in orthopedic surgical training: a scoping review of educational outcomes.

Immersive technologies have gained increasing relevance in orthopedic surgical education; however, the scope, outcomes, and maturity of extended reality (XR) and artificial intelligence (AI) applications remain heterogeneous. To map the educational applications, learner populations, outcome measures, and research gaps related to the use of XR and emerging AI tools in orthopedic surgical training. ...

May 25 2026 42178428

An interactive anatomy tool to boost clinical reasoning and knowledge retention for preclinical medical students: a preliminary evaluation.

INTRODUCTION: Anatomy teaching in preclinical medical education has become increasingly compressed, making it more difficult for students to integrate foundational anatomical knowledge with clinical reasoning. Upper limb nerve lesions are particularly challenging to learn because they require spatial understanding and application of structure-function relationships, yet students often struggle to ...

May 23 2026 42177489
Measuring AI literacy in medical students: scale development and validation within a self-determination theory framework.

BACKGROUND: Artificial intelligence (AI) is increasingly integrated into healthcare, making AI literacy an essential competency for medical students. ...

May 22 2026 42171999
Effect of a sports-medicine-guided football program on physical fitness in adolescents: A controlled school-based trial.

Integrating artificial intelligence (AI) with sports medicine principles into school-based physical education may enhance physical fitness and reduce ...

May 22 2026 42175446
Artificial Intelligence in the Teaching Practice of Nursing Professionals: Opportunities, Applications, and Challenges.

The incorporation of artificial intelligence (AI) into nursing education is becoming a key tool to respond to the growing demands for patient safety a...

May 22 2026 42177027
Conversational artificial intelligence in the operating room: an exploratory cross-sectional single-center survey among anesthesiology residents.

BACKGROUND: Conversational artificial intelligence (AI) tools, such as large language models and chat-based systems, are increasingly used by clinicia...

May 22 2026 42168851
Leveraging Retrieval-Augmented Generation (RAG) Technology for Enhanced Accreditation Preparedness and Compliance in Physical Therapy Education.

BACKGROUND AND PURPOSE: Accreditation ensures educational program quality, public accountability, and professional readiness. Compliance demands subst...

May 22 2026 42172529
When the Algorithm Speaks: A Case for Simulation-Based Training in Communicating Artificial Intelligence-Generated Prognostic Outputs in Oncology.

Artificial intelligence prognostic tools are now embedded in routine oncology workflows, generating recurrence risk scores and survival estimates that...

May 22 2026 42174371
DeepSeek R1 Distilled Fails to Perform Well Against the USMLE and Other LLMs with and Without Semantics.

DeepSeek-R1 Distilled Large Language model (LLM) was touted to be almost as good and much cheeper to generate than traditional LLMs. We compared its a...

May 21 2026 42174893
Feasibility of LLM-Assisted Communication Feedback in Simulation-Based Medical Education: A Pilot Study.

The study presents a local large language model pipeline for automated feedback in pediatric simulation-based medical education. The system generates ...

May 21 2026 42175307
Teaching Applied Artificial Intelligence in Health Schools: An Example from Rouen and Nice Universities in France.

This SaNuRN initiative developed a teaching module on applied AI for health residents, fellows, and CME professionals, responding to the French Minist...

May 21 2026 42175330
Artificial intelligence and clinical informatics in UK ophthalmology training: a national cross-sectional survey.

BACKGROUND: Artificial intelligence (AI) and clinical informatics (CI) are strategic priorities for UK ophthalmology, with the Royal College of Ophtha...

May 21 2026 42163311
Defining the artificial intelligence knowledge gap in surgery: experience and perspectives from surgical resident and postgraduate.

Despite the growing prominence of Artificial Intelligence (AI) in surgical practice, surgical residents and postgraduates receive limited formal train...

May 21 2026 42166094
Simulation degradation datasets for health prognosis of a control moment gyroscope's flywheel system.

A Control moment gyroscope (CMG) is an attitude control actuator widely used in spacecraft. As a consequence of the continuous high-speed rotation to ...

May 20 2026 42327348
The performance of ChatGPT and other large language models on multiple-choice questions in biomedical disciplines: A meta-analysis.

While large language models (LLMs) have shown promise as learning tools for medical education, their reported accuracy on multiple-choice questions (M...

May 19 2026 42153764
"There's not one part of the programme that hasn't been useful in my clinical practice": undergraduate nursing students' views and experiences of a Dementia Education Program.

Preparing nursing students to provide high-quality, person-centered dementia care is a global priority, yet most research has focused on measuring edu...

May 19 2026 42154616
Experiences and Perceptions of Clinical and Graduate Medical Students Regarding AI in Syria: Cross-Sectional Study.

BACKGROUND: Artificial intelligence (AI) tools have revolutionized various aspects of education and health care in recent years. Their influence exten...

May 19 2026 42155108
An Evaluation of AI Chatbots as Replacements for Specialized Software in Teaching Bayesian Pharmacokinetic Analysis.

OBJECTIVE: To investigate the accuracy and reliability of AI chatbots to estimate pharmacokinetic parameters from limited patient samples and populati...

May 15 2026 42142875
A Review of Artificial Intelligence Across the Facial Esthetic Surgical Continuum: Education, Planning, Intraoperative Use, and Postoperative Outcomes.

Artificial intelligence (AI) is increasingly used in facial aesthetic surgery. This specialty is well-positioned to benefit from its ability to analyz...

May 15 2026 42138916
Intelligent hybrid decision support systems for education policy and institutional performance optimization.

The rapid evolution of digital technologies has accelerated the transition toward Education 5.0, where intelligent systems support advanced learning e...

May 15 2026 42140978
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