Deep learning-based differentiation of peripheral high-flow and low-flow vascular malformations in T2-weighted short tau inversion recovery MRI.

Abstract

Authors

• Simone Hammer
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Danilo Weber Nunes
  Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg), Regensburg, Germany.
• Michael Hammer
  Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg), Regensburg, Germany.
• Florian Zeman
  Centre for Clinical Studies, University Hospital of Regensburg, Regensburg, Germany.
• Michael Akers
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Andrea Götz
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Annika Balla
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Michael Christian Doppler
  Department of Diagnostic and Interventional Radiology, Faculty of Medicine, Medical Center University of Freiburg, University of Freiburg, Freiburg, Germany.
• Claudia Fellner
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Natascha Platz Batista da Silva
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Sylvia Thurn
  Department of Radiology, Faculty of Medicine, Medical Center University of Regensburg, University of Regensburg, Regensburg, Germany.
• Niklas Verloh
  Department of Radiology, University Hospital Regensburg, Regensburg, Germany.
• Christian Stroszczynski
  Department of Radiology, University Hospital Regensburg, Regensburg, Germany.
• Walter Alexander Wohlgemuth
  Department of Radiology, Faculty of Medicine, Medical Center University of Halle (Saale), University of Halle (Saale), Halle, Germany.
• Christoph Palm
  Regensburg Medical Image Computing (ReMIC), Ostbayerische Technische Hochschule Regensburg (OTH Regensburg), Germany; Regensburg Center of Biomedical Engineering (RCBE), OTH Regensburg and Regensburg University, Germany.
• Wibke Uller
  Department of Diagnostic and Interventional Radiology, Faculty of Medicine, Medical Center University of Freiburg, University of Freiburg, Freiburg, Germany.

Keywords

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