Demystifying AI: current state and future role in Medical Education Assessment
Medical education assessment faces multifaceted challenges, including data complexity,
resource constraints, bias, feedback translation, and educational continuity. Traditional …
resource constraints, bias, feedback translation, and educational continuity. Traditional …
[HTML][HTML] TRainee Attributable & Automatable Care Evaluations in Real-time (TRACERs): a scalable approach for linking education to patient care
J Burk-Rafel, SS Sebok-Syer, SA Santen… - … on Medical Education, 2023 - ncbi.nlm.nih.gov
Competency-based medical education (CBME) is an outcomes-based approach to
education and assessment that focuses on what competencies trainees need to learn in …
education and assessment that focuses on what competencies trainees need to learn in …
Clinical reasoning of a generative artificial intelligence model compared with physicians
Methods| We recruited internal medicine residents and attending physicians at 2 academic
medical centers in Boston, Massachusetts, from July to August 2023. We used 20 clinical …
medical centers in Boston, Massachusetts, from July to August 2023. We used 20 clinical …
Development and validation of a machine learning model for automated assessment of resident clinical reasoning documentation
V Schaye, B Guzman, J Burk-Rafel, M Marin… - Journal of General …, 2022 - Springer
Background Residents receive infrequent feedback on their clinical reasoning (CR)
documentation. While machine learning (ML) and natural language processing (NLP) have …
documentation. While machine learning (ML) and natural language processing (NLP) have …
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review
E Croxford, Y Gao, N Pellegrino, KK Wong… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models have advanced clinical Natural Language Generation, creating
opportunities to manage the volume of medical text. However, the high-stakes nature of …
opportunities to manage the volume of medical text. However, the high-stakes nature of …
Competing discourses, contested roles: Electronic health records in medical education
D Huang, C Whitehead, A Kuper - Medical Education, 2024 - Wiley Online Library
Introduction The integration of electronic health records (EHRs) into medical education
remains contested despite their widespread use in clinical practice. For medical trainees …
remains contested despite their widespread use in clinical practice. For medical trainees …
Assessment Tools for Patient Notes in Medical Education: A Scoping Review
Purpose Physician proficiency in clinical encounter documentation is a universal
expectation of medical education. However, deficiencies in note writing are frequently …
expectation of medical education. However, deficiencies in note writing are frequently …
[HTML][HTML] Influence of a Large Language Model on Diagnostic Reasoning: A Randomized Clinical Vignette Study
Objective: To assess the impact of the GPT-4 LLM on physicians' diagnostic reasoning
compared to conventional resources. Design: Multi-center, randomized clinical vignette …
compared to conventional resources. Design: Multi-center, randomized clinical vignette …
Assessing the Assessment—Developing and Deploying a Novel Tool for Evaluating Clinical Notes' Diagnostic Assessment Quality
Background Ambulatory diagnostic errors are increasingly being recognized as an important
quality and safety issue, and while measures of diagnostic quality have been sought, tools to …
quality and safety issue, and while measures of diagnostic quality have been sought, tools to …
Systematic Development and Validity Evidence for a Checklist to Assess Bed Mobility Skills Among Physical Therapy Students
HR Roth, EE Holland, L Goh, E Wong… - Journal of Allied …, 2024 - ingentaconnect.com
INTRODUCTION: Assessments with strong validity evddence are necessary to accurately
assess health profes-sions students' performance of clinical skills. The aim of this study was …
assess health profes-sions students' performance of clinical skills. The aim of this study was …