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Large language models (LLMs) in radiology exams for medical students: Performance and consequences.

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Title: Large language models (LLMs) in radiology exams for medical students: Performance and consequences.
Transliterated Title: Die Leistungen von große Sprachmodelle (LLMs) in radiologischen Studentenprüfungen: Leistung und Auswirkungen.
Authors: Gotta J; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Le Hong QA; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Koch V; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Gruenewald LD; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Geyer T; Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany., Martin SS; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Scholtz JE; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Booz C; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Pinto Dos Santos D; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Mahmoudi S; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Eichler K; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Gruber-Rouh T; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Hammerstingl R; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Biciusca T; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Juergens LJ; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Höhne E; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Mader C; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Vogl TJ; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany., Reschke P; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.
Source: RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin [Rofo] 2025 Sep; Vol. 197 (9), pp. 1057-1067. Date of Electronic Publication: 2024 Nov 04.
Publication Type: Journal Article
Journal Info: Publisher: Thieme Country of Publication: Germany NLM ID: 7507497 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1438-9010 (Electronic) Linking ISSN: 14389010 NLM ISO Abbreviation: Rofo Subsets: MEDLINE
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  Data: Large language models (LLMs) in radiology exams for medical students: Performance and consequences.
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  Data: Die Leistungen von große Sprachmodelle (LLMs) in radiologischen Studentenprüfungen: Leistung und Auswirkungen.
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  Data: <searchLink fieldCode="AU" term="%22Gotta+J%22">Gotta J</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Le+Hong+QA%22">Le Hong QA</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Koch+V%22">Koch V</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Gruenewald+LD%22">Gruenewald LD</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Geyer+T%22">Geyer T</searchLink>; Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, Rostock University Medical Center, Rostock, Germany.<br /><searchLink fieldCode="AU" term="%22Martin+SS%22">Martin SS</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Scholtz+JE%22">Scholtz JE</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Booz+C%22">Booz C</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Pinto+Dos+Santos+D%22">Pinto Dos Santos D</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Mahmoudi+S%22">Mahmoudi S</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Eichler+K%22">Eichler K</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Gruber-Rouh+T%22">Gruber-Rouh T</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Hammerstingl+R%22">Hammerstingl R</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Biciusca+T%22">Biciusca T</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Juergens+LJ%22">Juergens LJ</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Höhne+E%22">Höhne E</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Mader+C%22">Mader C</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Vogl+TJ%22">Vogl TJ</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Reschke+P%22">Reschke P</searchLink>; Department of Diagnostic and Interventional Radiology, Goethe University Frankfurt, Frankfurt am Main, Germany.
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  Data: <searchLink fieldCode="JN" term="%227507497%22">RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin</searchLink> [Rofo] 2025 Sep; Vol. 197 (9), pp. 1057-1067. <i>Date of Electronic Publication: </i>2024 Nov 04.
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