Medical Education

Current evidence of generative artificial intelligence specifically developed for dental and maxillofacial radiology: a systematic review.

OBJECTIVES: This systematic review aimed to investigate the current development and application land...

Optimising Large Language Models-Based Automated Question Generation for Dental Pharmacology: A Quantitative Evaluation of a Multi-File JavaScript Object Notation Architecture.

INTRODUCTION: The application of Large Language Models (LLMs) for automated question generation in d...

Revealing the Link Between Critical Thinking Disposition and Learning Approaches: A Cross-Sectional Study Among Chinese Medical Students.

This study aimed to explore the association between medical students' critical thinking (CT) disposi...

Eliminating Registration Bias in Synthetic CT Generation using a physics-based simulation framework for pelvic anatomy.

Supervised synthetic computed tomography (sCT) generation from cone-beam CT (CBCT) requires spatiall...

Innovations in dementia education in health sciences: curriculum design and partnerships across three countries.

As dementia prevalence rises globally, health sciences education must evolve to prepare future profe...

European Society of Cardiology (ESC) Core Curriculum for the Cardiologist: 2026 update.

This 2026 update of the European Society of Cardiology (ESC) Core Curriculum for the Cardiologist re...

Evaluating hybrid human-LLM coding workflows for qualitative research in medical education: A generalizability study.

INTRODUCTION: Large language models (LLMs) are increasingly proposed as deductive coders in qualitat...

An Imaging Informatics Workflow for Angiography-Derived Coronary Physiology Profiling and Virtual PCI Simulation.

Coronary angiography is routinely acquired during invasive assessment of coronary artery disease, bu...

Generating Image-Based Multiple-Choice Questions with Multimodal Large Language Models: Expert and Psychometric Evaluation.

The purpose of this study is to evaluate the expert-rated quality and item-level psychometric perfor...

A Framework for Equitable Implementation of Artificial Intelligence in Anesthesiology Residency Selection.

Artificial intelligence learning objectives in radiography education: A document analysis.

INTRODUCTION: Artificial Intelligence (AI) is rapidly changing healthcare delivery and radiography, ...

AI-enhanced molecular dynamics simulation in water treatment.

Molecular dynamics simulation (MD) has become an important molecular-level approach for addressing t...

Community Plastic Reconstructive and Aesthetic Surgery: A Proposal.

BACKGROUND: Plastic, Reconstructive, and Aesthetic Surgery (PRAS) faces domain erosion from adjacent...

Advancing Nursing Practice Through Simulation: Enhancing Competency, Quality and Patient Outcomes.

Simulation has become an essential strategy for advancing nursing practice, clinical competence, pat...

Twelve tips for educators supporting learner-centered AI integration in undergraduate medical education.

Artificial intelligence is reshaping medical education at a pace that outstrips most institutions' c...

Organ-at-risk contouring education in the era of AI-assisted practice: Insights from an Australian undergraduate radiation therapy program.

INTRODUCTION: The integration of artificial intelligence (AI) tools into radiation therapy workflows...

Simulating Reality and Transforming Endoscopic Education-Lessons from Esophageal Dilation.

Although endoscopic training has traditionally relied on mentorship and procedural volume to assess ...

Large Language Models in Spine Surgery: A Scoping Review of Clinical Efficacy, Technical Integration, and Ethical Paradigms.

Study DesignScoping review.ObjectivesTo map spine literature on large language models, characterize ...

Artificial Intelligence in Simulation Design: The Effectiveness of a Customized Artificial Intelligence-based Scenario Development Tool.

INTRODUCTION: The creation of simulation scenarios is typically time-consuming and requires a high c...

Building safer clinical agents: the case for residency-level benchmarks in medical artificial intelligence.

A Governance Framework for Diagnostic Quality in Hospital-Radiology Joint Ventures.

RATIONALE AND OBJECTIVES: Hospital-radiology joint ventures (JVs) are forming at an accelerating pac...