Generative Artificial Intelligence in Medical Training: Utilization Patterns Across Knowledge, Patient Care, Systems Reasoning, and Innovation

Abstract Since 2022, generative artificial intelligence (AI) use has grown rapidly across many sectors, including medical education. While prior research has explored perceptions of AI, the understanding of AI use amongst medical trainees has been limited. This study surveyed medical trainees to better identify the patterns of generative AI use. Results showed varying patterns based on the phase of training, with ChatGPT emerging as the predominantly used platform across all phases. While awareness of AI policies was limited, the majority reported efforts for responsible use of AI. Implications include understanding of equitable access and onboarding regarding AI use policies.

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Publication Details

Journal
Medical Science Educator
Published
2026-01-04
DOI
https://doi.org/10.1007/s40670-025-02623-1
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Generative Artificial Intelligence in Medical Training: Utilization Patterns Across Knowledge, Patient Care, Systems Reasoning, and Innovation

Grace L. Park, Qasim Sikander, Janet A. Jokela, Gary L Beck Dallaghan et al.
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Generative Artificial Intelligence in Medical Training: Utilization Patterns Across Knowledge, Patient Care, Systems Reasoning, and Innovation

Grace L. Park, Qasim Sikander, Janet A. Jokela, Gary L Beck Dallaghan, Joe Bradley, Gregory Polites, Hannah Jung, Kevin Zhang
article en

Abstract

Abstract Since 2022, generative artificial intelligence (AI) use has grown rapidly across many sectors, including medical education. While prior research has explored perceptions of AI, the understanding of AI use amongst medical trainees has been limited. This study surveyed medical trainees to better identify the patterns of generative AI use. Results showed varying patterns based on the phase of training, with ChatGPT emerging as the predominantly used platform across all phases. While awareness of AI policies was limited, the majority reported efforts for responsible use of AI. Implications include understanding of equitable access and onboarding regarding AI use policies.

Medical Science Educator
Illinois College (US), University of Illinois System (US)
Industry, innovation and infrastructure
Openalex Percentile: Top 98%
Artificial Intelligence in Healthcare and Education
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