Public Health & Policy

Medical Education

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

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Modeling intraindividual variability in affect (MIVA): Formalized theoretical approach, computational model, and parameter recovery study.

No matter how angry, sad, or happy we are, eventually, we will feel different. Studying this ebb and flow of affective experience in daily life provides important insights into psychological functioning and well-being. We have developed a parsimonious formalized model of intraindividual variability in affect (MIVA), resting on the assumption that such affective changes reflect transactions between...

Jul 20 2026 42477244

Comparing the effects of GenAI-assisted and facilitator-led debriefing on knowledge and non-technical skills in immersive virtual reality simulation in nursing education: A quasi-experimental study.

BACKGROUND: Immersive virtual reality (IVR) simulation is increasingly used in nursing education to support experiential learning and the development of non-technical skills. Debriefing is integral to simulation-based education; however, shortages of qualified facilitators and variability in delivery can constrain scalability and quality. Generative artificial intelligence (GenAI) may offer a stan...

Jul 18 2026 42470729
Technology anxiety and artificial intelligence readiness in nursing students: a cross-sectional study.

INTRODUCTION: As artificial intelligence (AI) becomes more common in healthcare, nursing students need to be both mentally and emotionally ready to us...

Jul 18 2026 42471688
Exploring the role of generative artificial intelligence in enhancing clinical skills training: A bibliometric analysis.

BACKGROUND: Traditional clinical skills training faces challenges such as limited standardized patient resources, high costs of simulation equipment, ...

Jul 17 2026 42470080
Enhancing ultrasound training for breast cancer diagnosis: a controlled study of AI-assisted learning.

OBJECTIVES: This study aimed to develop and evaluate an AI-assisted teaching platform to enhance diagnostic competency in breast ultrasound. The goal ...

Jul 17 2026 42464241
Truth, tone, and trust: integrating an AI exercise to foster responsible science communication in a graduate biomedical science course.

As generative AI becomes a standard fixture in graduate education, the pedagogical challenge has shifted from detection to integration. This article d...

Jul 17 2026 42466880
Precision Pedagogy in Anatomy Education: Integrating AI, Narrative Medicine, and Professional Stratification.

The aim of this study was to investigate the effects of an AI-Narrative-Stratified (ANS) model and traditional anatomy education on academic mastery a...

Jul 17 2026 42466909
Agentic AI-enhanced digital twins for Smart City civil infrastructure: A secure, autonomous and auditable management framework.

Smart city implementation increasingly relies on sensing and analytics; however, a persistent operational gap remains between anomaly detection and sa...

Jul 17 2026 42467653
Development of the nursing artificial intelligence readiness scale for nursing students: a validity and reliability study.

BACKGROUND: The rapid integration of artificial intelligence (AI) into healthcare has amplified the need for nurses who can engage with AI-supported s...

Jul 16 2026 42464259
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 continuing professional development (CPD) and facult...

Jul 16 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 leading to "neurophobia" and discouraging students f...

Jul 16 2026 42460692
Simulator development using natural language: clinician-led innovation through artificial intelligence.

BACKGROUND: Healthcare simulation training faces significant barriers due to the "clinician-developer gap," where educators lack programming expertise...

Jul 15 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 investigate how medical curricula respond to rapidly changi...

Jul 15 2026 42456037
Development and Psychometric Evaluation of the Attitudes Toward the Use of Artificial Intelligence in Nursing Care Scale.

Background and Purpose: The rapid expansion of artificial intelligence in health care is reshaping clinical workflows and decision-making, making it i...

Jul 15 2026 42457362
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 adolescent women, especially in Bangladesh, where early ...

Jul 15 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-dimensional printing, digital radiography, intraor...

Jul 15 2026 42458426
Artificial intelligence in urological education: a systematic review.

BACKGROUND: Artificial intelligence (AI) is currently widely applied across various fields, especially in the field of education where it holds signif...

Jul 15 2026 42458430
The effect of AI-enabled virtual patient simulation on training outcomes and insecurities in psychotherapy education.

BACKGROUND: Preparing psychotherapy trainees for clinical complexity is a persistent educational challenge. Virtual patient (VP) simulations enabled b...

Jul 15 2026 42458438
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 safety-critical clinical deployment without real-...

Jul 14 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 knowledge requirements alongside compressed learning oppor...

Jul 14 2026 42447483
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