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

Abstract

Authors

• Alexander Herold
  Division of General and Paediatric Radiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
• Daniel Sobotka
  Universitätsklinik für Radiologie und Nuklearmedizin, Computational Imaging Research Lab, Medizinische Universität Wien, Währinger Gürtel 18-20, 1090, Wien, Österreich.
• Lucian Beer
  Department of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK; Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge CB2 0RE, UK; Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Vienna 1090, Austria. Electronic address: lb795@cam.ac.uk.
• Nina Bastati
  Division of General and Paediatric Radiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
• Sarah Poetter-Lang
  High Field MR Centre, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria.
• Michael Weber
  Computational Imaging Research Lab, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria.
• Thomas Reiberger
  Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
• Mattias Mandorfer
  Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
• Georg Semmler
  Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
• Benedikt Simbrunner
  Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
• Barbara D Wichtmann
  Department of Radiology, Mass General Brigham, Boston, MA, USA. Barbara.Wichtmann@ukbonn.de.
• Sami A Ba-Ssalamah
  Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
• Michael Trauner
  Division of Gastroenterology and Hepatology, Medical University of Vienna, Vienna, Austria.
• Ahmed Ba-Ssalamah
  Division of General and Paediatric Radiology, Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.
• Georg Langs
  Department of Biomedical Imaging and Image-guided Therapy Computational Imaging Research Lab, Medical University of Vienna Vienna Austria.

Keywords

External Resources