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Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI.

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Title: Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI.
Authors: Luetkens JA; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Nowak S; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Mesropyan N; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Block W; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.; Department of Radiotherapy and Radiation Oncology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.; Department of Neuroradiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Praktiknjo M; Department of Internal Medicine I, Center for Cirrhosis and Portal Hypertension Bonn (CCB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Chang J; Department of Internal Medicine I, Center for Cirrhosis and Portal Hypertension Bonn (CCB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Bauckhage C; Institute for Computer Science, University of Bonn, Endenicher Allee 19C, 53113, Bonn, Germany.; Media Engineering Department, Fraunhofer IAIS, Schloss Birlinghoven 1, 53757, Sankt Augustin, Germany., Sifa R; Media Engineering Department, Fraunhofer IAIS, Schloss Birlinghoven 1, 53757, Sankt Augustin, Germany., Sprinkart AM; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany. Sprinkart@uni-bonn.de., Faron A; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany., Attenberger U; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
Source: Scientific reports [Sci Rep] 2022 May 18; Vol. 12 (1), pp. 8297. Date of Electronic Publication: 2022 May 18.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Luetkens+JA%22">Luetkens JA</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Nowak+S%22">Nowak S</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Mesropyan+N%22">Mesropyan N</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Block+W%22">Block W</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.; Department of Radiotherapy and Radiation Oncology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.; Department of Neuroradiology, University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Praktiknjo+M%22">Praktiknjo M</searchLink>; Department of Internal Medicine I, Center for Cirrhosis and Portal Hypertension Bonn (CCB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Chang+J%22">Chang J</searchLink>; Department of Internal Medicine I, Center for Cirrhosis and Portal Hypertension Bonn (CCB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Bauckhage+C%22">Bauckhage C</searchLink>; Institute for Computer Science, University of Bonn, Endenicher Allee 19C, 53113, Bonn, Germany.; Media Engineering Department, Fraunhofer IAIS, Schloss Birlinghoven 1, 53757, Sankt Augustin, Germany.<br /><searchLink fieldCode="AU" term="%22Sifa+R%22">Sifa R</searchLink>; Media Engineering Department, Fraunhofer IAIS, Schloss Birlinghoven 1, 53757, Sankt Augustin, Germany.<br /><searchLink fieldCode="AU" term="%22Sprinkart+AM%22">Sprinkart AM</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany. Sprinkart@uni-bonn.de.<br /><searchLink fieldCode="AU" term="%22Faron+A%22">Faron A</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.<br /><searchLink fieldCode="AU" term="%22Attenberger+U%22">Attenberger U</searchLink>; Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn, Venusberg-Campus 1, 53127, Bonn, Germany.
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