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MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach.

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Title: MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach.
Authors: Herold A; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Sobotka D; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Beer L; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Bastati N; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Poetter-Lang S; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Weber M; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Reiberger T; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria., Mandorfer M; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria., Semmler G; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria., Simbrunner B; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria., Wichtmann BD; Department of Neuroradiology, University Hospital Bonn, Bonn, Germany., Ba-Ssalamah SA; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Trauner M; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria., Ba-Ssalamah A; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria. ahmed.ba-ssalamah@meduniwien.ac.at., Langs G; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
Source: European radiology experimental [Eur Radiol Exp] 2025 Aug 12; Vol. 9 (1), pp. 75. Date of Electronic Publication: 2025 Aug 12.
Publication Type: Journal Article
Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach.
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  Data: <searchLink fieldCode="AU" term="%22Herold+A%22">Herold A</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Sobotka+D%22">Sobotka D</searchLink>; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Beer+L%22">Beer L</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Bastati+N%22">Bastati N</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Poetter-Lang+S%22">Poetter-Lang S</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Weber+M%22">Weber M</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Reiberger+T%22">Reiberger T</searchLink>; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Mandorfer+M%22">Mandorfer M</searchLink>; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Semmler+G%22">Semmler G</searchLink>; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Simbrunner+B%22">Simbrunner B</searchLink>; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Wichtmann+BD%22">Wichtmann BD</searchLink>; Department of Neuroradiology, University Hospital Bonn, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Ba-Ssalamah+SA%22">Ba-Ssalamah SA</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Trauner+M%22">Trauner M</searchLink>; Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.; Clinical Research Group MOTION, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Ba-Ssalamah+A%22">Ba-Ssalamah A</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria. ahmed.ba-ssalamah@meduniwien.ac.at.<br /><searchLink fieldCode="AU" term="%22Langs+G%22">Langs G</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.; Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
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  Data: <searchLink fieldCode="JN" term="%22101721752%22">European radiology experimental</searchLink> [Eur Radiol Exp] 2025 Aug 12; Vol. 9 (1), pp. 75. <i>Date of Electronic Publication: </i>2025 Aug 12.
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