Medical Education

Clinical Practice Guideline Implementation: Challenges and Solutions for Improved Cardiovascular Care.

The European Society of Cardiology (ESC) develops and updates clinical practice guidelines (CPGs) ba...

Development and Validation of a Machine Learning Tool for Plastic Surgery Residency Application Screening.

BACKGROUND: Applications to integrated plastic surgery residency programs have outpaced the growth o...

Towards accurate and interpretable competency-based assessment: enhancing clinical competency assessment through multimodal AI and anomaly detection.

Artificial Intelligence (AI) is reshaping medical education, particularly in the domain of competenc...

Towards scalable psychological first aid training: an autoethnographic exploration of the potential of large language models in simulation-based learning.

Background: Psychological First Aid (PFA) is a widely used approach to provide psychosocial support ...

Integrating AI Scribes into Medical Education: Guardrails for Preserving Clinical Reasoning.

Clinical documentation is a cornerstone of physician training, not only as a record of care but as a...

Transforming clinical toxicology in Singapore: four decades of progress and beyond.

By examining key milestones, challenges and future directions, this review chronicles the evolution ...

State-of-the-art 32 cm field-of-view digital PET/CT system: preliminary study for protocols optimization and DRLs update.

The aim of this study was to assess the impact of a state-of-the-art 32 cm axial field-of-view GE Om...

Use of a Machine Learning Program for Urogynecology Fellowship Applicant Review.

IMPORTANCE: There is a gap in objective methods to review applications for advanced medical training...

Comparison between automated and manual digital diagnostic setups of orthodontic extraction cases: an in silico study.

BACKGROUND: The aim of the study was to evaluate automated digital diagnostic setup in bimaxillary d...

Rhinoplasty Education During Residency: Discussion of Current Barriers, Challenges, and Opportunities for Improvement.

BACKGROUND: Rhinoplasty is a complex operation that warrants careful consideration of both functiona...

Ethics Education in Neonatology: Integrating Theory, Multimodal Methods, and AI Innovation.

This review examines current approaches to ethics education in neonatal-perinatal medicine (NPM), in...

Evaluation of large language models as decision support tools for head and neck cancer management: A blinded multidisciplinary simulation study.

BACKGROUND: The management of head and neck cancer relies on multidisciplinary expertise; however, a...

Large language models in Chinese anesthesiology residency examinations: a comparative analysis of performance, reliability and clinical reasoning.

Evaluating AI-Generated Geriatric Case Studies for Interprofessional Education: Systematic Analysis Across 5 Platforms.

BACKGROUND: Simulation-based learning (SBL) has become standard practice in educating health care pr...

Veterinary workers report low knowledge of artificial intelligence but positive attitudes toward its adoption in diagnostic imaging and the workplace as a whole.

OBJECTIVE: To describe veterinary workers' knowledge, attitudes, and practices regarding AI in veter...

Education as a Tool to Navigate Changing Technology in Radiation Oncology.

While technological innovation in radiation therapy (RT) continues to accelerate, safe and equitable...

Generative AI in simulation debriefings: an exploratory study using the Team-FIRST framework and qualitative feedback from simulation experts and learners.

BACKGROUND: Effective debriefings in simulation-based education require accurate observation of team...

Practical strategies to maximise medical simulation learning with minimal resources.

Simulation-based education is a powerful tool for clinical skills development, but its implementatio...

Education Research: Bridging the Artificial Intelligence Training Gap: Evidence from a National Survey of Italian Neurology Residents.

BACKGROUND AND OBJECTIVES: As artificial intelligence (AI) rapidly becomes an integral tool in clini...

An Artificial Intelligence-Driven Platform for Practice Question Generation.

PROBLEM: High-stakes licensing exams such as the USMLE play a critical role in medical education, in...

Effectiveness of AI- and VR-based simulation with traditional teaching in healthcare education: A network meta-analysis.

AIMS: (i) To summarize the application scenarios and teaching models of AI and VR in healthcare educ...