Demystifying AI: current state and future role in Medical Education Assessment

L Turner, DA Hashimoto, S Vasisht… - Academic Medicine, 2023 - journals.lww.com
Medical education assessment faces multifaceted challenges, including data complexity,
resource constraints, bias, feedback translation, and educational continuity. Traditional …

[HTML][HTML] Reimagining Core Entrustable Professional Activities for Undergraduate Medical Education in the Era of Artificial Intelligence

SM Jacobs, NN Lundy, SB Issenberg… - JMIR Medical …, 2023 - mededu.jmir.org
The proliferation of generative artificial intelligence (AI) and its extensive potential for
integration into many aspects of health care signal a transformational shift within the health …

[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 …

Precision education: the future of lifelong learning in medicine

SV Desai, J Burk-Rafel, KD Lomis… - Academic …, 2023 - journals.lww.com
The goal of medical education is to produce a physician workforce capable of delivering
high-quality equitable care to diverse patient populations and communities. To achieve this …

Navigating the landscape of precision education: insights from on-the-ground initiatives

BT Garibaldi, MKM Hollon, GE Woodworth… - Academic …, 2023 - journals.lww.com
A central goal of precision education (PE) is efficiently delivering the right educational
intervention to the right learner at the right time. This can be achieved through a PE cycle …

[HTML][HTML] Embracing ChatGPT for medical education: exploring its impact on doctors and medical students

Y Wu, Y Zheng, B Feng, Y Yang, K Kang… - JMIR Medical …, 2024 - mededu.jmir.org
ChatGPT (OpenAI), a cutting-edge natural language processing model, holds immense
promise for revolutionizing medical education. With its remarkable performance in language …

Ambulatory long block: a model of precision education and assessment for internal medicine residents

EJ Warm, B Kinnear, MI Knopp… - Academic …, 2023 - journals.lww.com
High-quality precision education (PE) aims to enhance outcomes for learners and society by
incorporating longitudinal data and analytics to shape personalized learning strategies …

A theoretical foundation to inform the implementation of precision education and assessment

CB Drake, LM Heery, J Burk-Rafel, MM Triola… - Academic …, 2023 - journals.lww.com
Precision education (PE) uses personalized educational interventions to empower trainees
and improve learning outcomes. While PE has the potential to represent a paradigm shift in …

Finding medicine's moneyball: how lessons from major league baseball can advance assessment in precision education

B Kinnear, H Caretta-Weyer, ACL Lam, B Tang… - Academic …, 2023 - journals.lww.com
Precision education (PE) leverages longitudinal data and analytics to tailor educational
interventions to improve patient, learner, and system-level outcomes. At present, few …

Leveraging electronic health record data and measuring interdependence in the era of precision education and assessment

SS Sebok-Syer, WR Small, L Lingard… - Academic …, 2023 - journals.lww.com
Purpose The era of precision education is increasingly leveraging electronic health record
(EHR) data to enhance precision in our assessments of residents' clinical performance. But …