Medical Education

Analysis of Student Engagement With AI in Undergraduate Lectures: Protocol for an Implementation Study.

BACKGROUND: AI has quickly become integrated into higher education, transforming how students access...

Advancing clinical integration in undergraduate dental education through AI-enabled instructional design: a qualitative thematic analysis.

BACKGROUND: Despite growing interest in artificial intelligence (AI) in health professions education...

Predicting Plastic Surgery Residency Match Tier From Publication Metrics: A Machine Learning Analysis.

In recent years, matched plastic surgery applicants have shown a marked increase in research output,...

The New Gravity: How Generative AI Remapped Innovation and What Academia Must Do Next.

Artificial intelligence is rapidly reshaping clinical research, diagnostics, health system operation...

Effectiveness of Generative AI-Enabled Teaching for Clinical Reasoning in Health Care Education: Protocol for a Systematic Review and Meta-Analysis.

BACKGROUND: Clinical reasoning skills are key competencies required by health care professionals. Ge...

Machine learning-driven risk screening for Chinese developmental dyslexia in children: Theoretical framework, feature selection, and simulation-based methodological illustration.

Developmental dyslexia affects Chinese children's reading development, and school-based risk screeni...

Matching Artificial Intelligence and digital simulation to educational purposes in a competency-first pharmacy education framework.

OBJECTIVES: To synthesize pharmacy-education evidence across artificial intelligence (AI) and digita...

Preparing PharmD Graduates for AI-Enabled Practice: A Competency Framework to Complement Existing ACPE Standards.

OBJECTIVES: To propose a competency framework defining the AI-specific knowledge, skills, and attitu...

Curriculum-Aligned Conversational AI to Support Pathology Self-Directed Learning in Preclinical Medical Students: A Crossover Randomized Pilot Study.

BACKGROUND: Artificial intelligence (AI) is reshaping the landscape of medical education, yet the wi...

Should Artificial Intelligence Join the Residency Admissions Committee?

Artificial Intelligence Across the Surgical Research Workflow: A Stage-Specific Framework for Benefits, Failure Modes, and Oversight.

Artificial intelligence (AI) tools, particularly large language models (LLMs), have rapidly integrat...

Expanded Longitudinal Validation of Adaptive Learning Stability in AI-Assisted Neurosurgical Residency Training.

OBJECTIVE: To evaluate the longitudinal stability, reproducibility, and robustness of Adaptive Learn...

Radhawk: An AI-driven Recommender for Pediatric Radiology Education.

RATIONALE AND OBJECTIVES: The unprecedented growth of technology and unfiltered information has led ...

Charting the rise of artificial intelligence in medical education: a global bibliometric and network analysis, 2000-2026.

BACKGROUND: Artificial intelligence has moved from a peripheral curiosity to a core feature of moder...

Artificial intelligence integration in allied health professions: A comprehensive review of educational, research, and clinical applications.

BackgroundArtificial intelligence (AI) is rapidly transforming healthcare delivery across multiple d...

Knowledge, Preparedness, and Information-Seeking Behavior for Traumatic Dental Injury Management Among Undergraduate Dental Students.

BACKGROUND AND AIM: Traumatic dental injury management requires both appropriate knowledge and the a...

Teaching on demand: Exploring the role of AI in medical education podcasts.

INTRODUCTION: Artificial intelligence (AI)-generated educational content holds promise for scalable ...

Semantic Clinical Knowledge Augmentation Improves Medical Question Answering Across Commercial and Open Large Language Models.

OBJECTIVE: To evaluate whether semantic clinical knowledge augmentation through Semantic Clinical Ar...

Navigating the N-shaped path: Nonlinear development of pre-service PE teachers' professional competencies in AI-driven STEAM instruction.

This study investigates the longitudinal developmental trajectories of pre-service physical educatio...

A Hands-On Imaging Informatics Curriculum for Medical Students: Developing a Foundational Understanding of Healthcare Imaging Informatics.

Imaging informatics is becoming more central to clinical practice with the expansion of artificial i...

A Randomized Controlled Pilot Study Comparing ChatGPT to Live Coaching Deliberate Practice to Teach Difficult Conversations.

BACKGROUND: Poor performance during difficult conversations is associated with decreased patient sat...