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Benchmarking Vision Capabilities of Large Language Models in Surgical Examination Questions.

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Title: Benchmarking Vision Capabilities of Large Language Models in Surgical Examination Questions.
Authors: Bereuter JP; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany. Electronic address: jean-paul.bereuter@uniklinikum-dresden.de., Geissler ME; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany., Klimova A; Institute for Medical Informatics and Biometry, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany., Steiner RP; Institute of Pharmacology and Toxicology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany., Pfeiffer K; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany., Kolbinger FR; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana., Wiest IC; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany., Muti HS; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany., Kather JN; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
Source: Journal of surgical education [J Surg Educ] 2025 Apr; Vol. 82 (4), pp. 103442. Date of Electronic Publication: 2025 Feb 09.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101303204 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-7452 (Electronic) Linking ISSN: 18787452 NLM ISO Abbreviation: J Surg Educ Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Benchmarking Vision Capabilities of Large Language Models in Surgical Examination Questions.
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  Data: <searchLink fieldCode="AU" term="%22Bereuter+JP%22">Bereuter JP</searchLink>; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany. Electronic address: jean-paul.bereuter@uniklinikum-dresden.de.<br /><searchLink fieldCode="AU" term="%22Geissler+ME%22">Geissler ME</searchLink>; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Klimova+A%22">Klimova A</searchLink>; Institute for Medical Informatics and Biometry, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Steiner+RP%22">Steiner RP</searchLink>; Institute of Pharmacology and Toxicology, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Pfeiffer+K%22">Pfeiffer K</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.<br /><searchLink fieldCode="AU" term="%22Kolbinger+FR%22">Kolbinger FR</searchLink>; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana.<br /><searchLink fieldCode="AU" term="%22Wiest+IC%22">Wiest IC</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Department of Medicine II, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Muti+HS%22">Muti HS</searchLink>; Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Kather+JN%22">Kather JN</searchLink>; Else Kroener Fresenius Center for Digital Health, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany; Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany; Department of Medicine I, Faculty of Medicine and University Hospital Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany.
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  Data: <searchLink fieldCode="JN" term="%22101303204%22">Journal of surgical education</searchLink> [J Surg Educ] 2025 Apr; Vol. 82 (4), pp. 103442. <i>Date of Electronic Publication: </i>2025 Feb 09.
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              Text: 2025 Apr
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