ChatGPT performance in assessing musculoskeletal MRI scan appropriateness based on ACR appropriateness criteria

ChatGPT performance in assessing musculoskeletal MRI scan appropriateness based on ACR appropriateness criteria

Abstract Large Language Models (LLMs) hold potential as clinical decision support tools, particularly when integrated with domain-specific knowledge. In radiology, there is limited research on LLMs for assessing imaging appropriateness. This study evaluates a contextualized GPT-4-based LLM’s perform...

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Main Authors: Jin Rong Tan, Daniel Y. Z. Lim, Quan Le, Gita Y. Karande, Lai Peng Chan, Yeong Huei Ng, Daniel S. W. Ting, Sudharsan Madhavan, Hiok Yang Chan, Anh N. T. Tran, Yusheng Keefe Lai
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Large language models
Clinical decision support
MRI
Musculoskeletal
Online Access:https://doi.org/10.1038/s41598-025-88925-1
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https://doi.org/10.1038/s41598-025-88925-1

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