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March 3, 2026
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Radiology Board-Style Examinations and LLMs: A Scoping Review of Model Performance
PL
Pilar López-Úbeda
Universidad de Jaén
TM
Teodoro Martín-Noguerol
PR
Pablo R. Ros
Stony Brook University Hospital
Key Points
Model performance was assessed across various radiology board-style examinations, revealing important insights.
Key metrics in the evaluation indicated varied success rates of large language models in clinical scenarios.
Scoping review methodology involved analyzing multiple assessments and their corresponding performance outcomes.
Findings highlight the necessity for further validation of large language models in real-world radiology applications.
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López-Úbeda et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75d85c6e9836116a27a54
https://doi.org/https://doi.org/10.1016/j.jacr.2026.01.017
Radiology Board-Style Examinations and LLMs: A Scoping Review of Model Performance | Synapse