Medical Reasoning With Large Language Models: A Systematic Review and Evaluation
ABSTRACT Large language models (LLMs) have achieved strong performance on medical exam–style tasks, motivating growing interest in their deployment in real‐world clinical settings. However, clinical decision‐making is inherently safety‐critical, context‐dependent, and conducted under evolving evidence.
Xiaohan Ren +6 more
wiley +1 more source
Evaluation of internal medicine education: insights from a student survey. [PDF]
Untersulzner C +3 more
europepmc +1 more source
ABSTRACT Introduction Augmented reality (AR) enables interactive learning in real‐world environments. In dental radiography education, AR offers a promising tool to enhance students' clinical skills by allowing them to simulate and practice procedures before engaging with actual patients. Repeated practice in an AR environment can reinforce theoretical
Maitê Michel Piazza Willig +7 more
wiley +1 more source
Ligands, orbitals, and applications across the f-block. [PDF]
Goodwin CAP.
europepmc +1 more source
Evaluating the Prevalence of Academic Entitlement in Dental Students
ABSTRACT Purpose To evaluate the prevalence of academic entitlement (AE) and its correlation with academic performance and demographic factors across five US dental schools. Methods Predoctoral dental students were assessed for AE level using two validated survey instruments (A and B).
Skylar Mai +7 more
wiley +1 more source
Diagnostic accuracy of the blood urea-to-creatinine ratio for differentiating AKI etiologies and dialysis prediction in adults: A systematic review and meta-analysis. [PDF]
Chen JJ +7 more
europepmc +1 more source
Current State of Temporal Bone Education: National Survey of U.S. Otolaryngology Residency Programs
Temporal bone education across U.S. otolaryngology residency programs varies widely in curriculum structure, resource allocation, and evaluation methods. Longitudinal training models are associated with greater annual laboratory exposure compared to condensed formats.
Adam Karkoutli +5 more
wiley +1 more source
Evaluating Study Techniques for Australian Medical Students During Clinical Placement: A Scoping Review. [PDF]
Bartley G, Waugh S, Gopalan V.
europepmc +1 more source
Large Language Model Benchmarks in Medical Tasks
This survey provides a comprehensive review of benchmark datasets for evaluating large language models in medical tasks, spanning text, image, and multimodal modalities, and covering key resources including MIMIC‐III/IV, BioASQ, PubMedQA, and CheXpert.
Lawrence K. Q. Yan +18 more
wiley +1 more source
Enhancing histology education: Iranian medical students' experience with eHistoLab web-application virtual microscopy. [PDF]
Poorhassan M +3 more
europepmc +1 more source

