A deep learning masked segmentation alternative to manual segmentation in biparametric MRI prostate cancer radiomics.

Abstract

Authors

• Jeroen Bleker
  Medical Imaging Center, Departments of Radiology, Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Meditech Building, Room 305, Hanzeplein 1, 9700 RB, Groningen, The Netherlands. j.bleker@umcg.nl.
• Thomas C Kwee
  Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
• Dennis Rouw
  Department of Radiology, Martini Hospital Groningen, Van Swietenplein 1, 9728 NT, Groningen, The Netherlands.
• Christian Roest
  Medical Imaging Center, Departments of Radiology, Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, Meditech Building, Room 305, Hanzeplein 1, 9700 RB, Groningen, The Netherlands.
• Jaap Borstlap
  Department of Radiology, Treant Zorggroep, Dr. G.H. Amshoffweg 1, 7909 AA, Hoogeveen, The Netherlands.
• Igle Jan de Jong
  Department of Urology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands.
• Rudi A J O Dierckx
  Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.
• Henkjan Huisman
  Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
• Derya Yakar
  Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. Electronic address: d.yakar@umcg.nl.

Keywords

External Resources