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Development and Evaluation of a Retrieval-Augmented Generation System for Radiology Guidelines.

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第一作者： Alexander,Komenda

第一单位： Institute of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Bavaria, Germany. alexander.komenda@mri.tum.de.

作者： Alexander,Komenda ^[1] ; Marcus,Makowski ^[2] ; Elif,Can ^[3] ; Philipp,Prucker ^[2] ; Felix,Busch ^[2] ; Andreas,Wachter ^[2] ; Dominik,Weller ^[2] ; Su Hwan,Kim ^[4] ; Sebastian,Ziegelmayer ^[2] ; Keno,Bressem ^[5] ; Lisa C,Adams ^[2]

作者单位： Institute of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Bavaria, Germany. alexander.komenda@mri.tum.de. ^[1] Institute of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Bavaria, Germany. ^[2] Department of Interventional Radiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Straße 55, 79106, Freiburg, Baden-Württemberg, Germany. ^[3] Institute of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Bavaria, Germany. ^[4] Institute of Diagnostic and Interventional Radiology, Klinikum rechts der Isar, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Bavaria, Germany.;Institute for Cardiovascular Radiology and Nuclear Medicine, German Heart Center Munich, School of Medicine and Health, TUM University Hospital, Technical University of Munich, Lazarettstraße 36, 80636, Munich, Bavaria, Germany. ^[5]

关键词 Artificial intelligence ESUR guidelines LLM RAG Systems

DOI 10.1007/s10278-025-01835-6

PMID 41680573

发布时间 2026-02-12

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Development and Evaluation of a Retrieval-Augmented Generation System for Radiology Guidelines.

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Development and Evaluation of a Retrieval-Augmented Generation System for Radiology Guidelines.

Journal of imaging informatics in medicine

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Journal of imaging informatics in medicine

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