AIMC Topic: Clinical Competence
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Performance Evaluation and Implications of Large Language Models in Radiology Board Exams: Prospective Comparative Analysis.
JMIR medical education
Jan 16, 2025
BACKGROUND: Artificial intelligence advancements have enabled large language models to significantly impact radiology education and diagnostic accuracy.
Effect of feedback-integrated reflection, on deep learning of undergraduate medical students in a clinical setting.
BMC medical education
Jan 14, 2025
BACKGROUND: Reflection fosters self-regulated learning by enabling learners to critically evaluate their performance, identify gaps, and make plans to improve. Feedback, in turn, provides external insights that complement reflection, helping learners...
Video-based robotic surgical action recognition and skills assessment on porcine models using deep learning.
Surgical endoscopy
Jan 13, 2025
OBJECTIVES: This study aimed to develop an automated skills assessment tool for surgical trainees using deep learning.
Application of ChatGPT-assisted problem-based learning teaching method in clinical medical education.
BMC medical education
Jan 11, 2025
INTRODUCTION: Artificial intelligence technology has a wide range of application prospects in the field of medical education. The aim of the study was to measure the effectiveness of ChatGPT-assisted problem-based learning (PBL) teaching for urology ...
Artificial intelligence-enhanced navigation for nerve recognition and surgical education in laparoscopic colorectal surgery.
Surgical endoscopy
Jan 6, 2025
BACKGROUND: Devices that help educate young doctors and enable safe, minimally invasive surgery are needed. Eureka is a surgical artificial intelligence (AI) system that can intraoperatively highlight loose connective tissues (LCTs) in the dissected ...
Artificial Intelligence-Powered Training Database for Clinical Thinking: App Development Study.
JMIR formative research
Jan 3, 2025
BACKGROUND: With the development of artificial intelligence (AI), medicine has entered the era of intelligent medicine, and various aspects, such as medical education and talent cultivation, are also being redefined. The cultivation of clinical think...
ChatGPT's Attitude, Knowledge, and Clinical Application in Geriatrics Practice and Education: Exploratory Observational Study.
JMIR formative research
Jan 3, 2025
BACKGROUND: The increasing use of ChatGPT in clinical practice and medical education necessitates the evaluation of its reliability, particularly in geriatrics.
A quality assessment tool for focused abdominal sonography for trauma examinations using artificial intelligence.
The journal of trauma and acute care surgery
Dec 14, 2024
BACKGROUND: Current tools to review focused abdominal sonography for trauma (FAST) images for quality have poorly defined grading criteria or are developed to grade the skills of the sonographer and not the examination. The purpose of this study is t...
Prospective Evaluation of Real-Time Artificial Intelligence for the Hill Classification of the Gastroesophageal Junction.
United European gastroenterology journal
Dec 12, 2024
BACKGROUND: Assessment of the gastroesophageal junction (GEJ) is an integral part of gastroscopy; however, the absence of standardized reporting hinders consistency of examination documentation. The Hill classification offers a standardized approach ...
Artificial Intelligence as a Discriminator of Competence in Urological Training: Are We There?
The Journal of urology
Dec 9, 2024
PURPOSE: Assessments in medical education play a central role in evaluating trainees' progress and eventual competence. Generative artificial intelligence is finding an increasing role in clinical care and medical education. The objective of this stu...
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