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

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Title: Development and Evaluation of a Retrieval-Augmented Generation System for Radiology Guidelines.
Authors: Komenda A; 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., Makowski M; 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., Can E; Department of Interventional Radiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Straße 55, 79106, Freiburg, Baden-Württemberg, Germany., Prucker P; 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., Busch F; 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., Wachter A; 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., Weller D; 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., Kim SH; 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., Ziegelmayer S; 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., Bressem K; 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., Adams LC; 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.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Feb 12. Date of Electronic Publication: 2026 Feb 12.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Komenda+A%22">Komenda A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Makowski+M%22">Makowski M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Can+E%22">Can E</searchLink>; Department of Interventional Radiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Straße 55, 79106, Freiburg, Baden-Württemberg, Germany.<br /><searchLink fieldCode="AU" term="%22Prucker+P%22">Prucker P</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Busch+F%22">Busch F</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Wachter+A%22">Wachter A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Weller+D%22">Weller D</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Kim+SH%22">Kim SH</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ziegelmayer+S%22">Ziegelmayer S</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Bressem+K%22">Bressem K</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Adams+LC%22">Adams LC</searchLink>; 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.
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              Text: 2026 Feb 12
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