Detection of liver cirrhosis in standard T2-weighted MRI using deep transfer learning.

Abstract

Authors

• Sebastian Nowak
  From the Quantitative Imaging Lab, Department of Radiology.
• Narine Mesropyan
  Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn (Universitätsklinikum Bonn), Venusberg-Campus 1, 53127, Bonn, Germany.
• Anton Faron
  Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany. Anton.Faron@ukbonn.de.
• Wolfgang Block
  From the Quantitative Imaging Lab, Department of Radiology.
• Martin Reuter
  Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA; German Centre for Neurodegenerative Diseases (DZNE), Department of Image Analysis, Bonn, Germany.
• Ulrike I Attenberger
  Department of Diagnostic and Interventional Radiology, Quantitative Imaging Lab Bonn (QILaB), University Hospital Bonn (Universitätsklinikum Bonn), Venusberg-Campus 1, 53127, Bonn, Germany.
• Julian A Luetkens
  Department of Radiology, University Hospital Bonn, Sigmund-Freud-Str. 25, 53127, Bonn, Germany.
• Alois M Sprinkart
  From the Quantitative Imaging Lab, Department of Radiology.

Keywords

External Resources