Deep learning-based segmentation of multisite disease in ovarian cancer.

Abstract

Authors

• Thomas Buddenkotte
  Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom; Department of Radiology, University of Cambridge, Cambridge, United Kingdom; Department for Diagnostic and Interventional Radiology and Nuclear Medicine, University Hospital Hamburg-Eppendorf, Hamburg, Germany; Jung diagnostics GmbH, Hamburg, Germany. Electronic address: t.buddenkotte@uke.de.
• Leonardo Rundo
  Department of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK; Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge CB2 0RE, UK. Electronic address: lr495@cam.ac.uk.
• Ramona Woitek
  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: rw585@cam.ac.uk.
• Lorena Escudero Sanchez
  Department of Radiology, University of Cambridge, Cambridge, United Kingdom; Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge, United Kingdom.
• 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.
• Mireia Crispin-Ortuzar
  Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge CB2 0RE, UK; Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge CB2 0RE, UK. Electronic address: mireia.crispinortuzar@cruk.cam.ac.uk.
• Christian Etmann
  Center for Industrial Mathematics, University of Bremen, 28359 Bremen, Germany.
• Subhadip Mukherjee
  Department, of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK.
• Vlad Bura
  Department of Radiology, University of Cambridge, Box 218, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK.
• Cathal McCague
  Department of Radiology, University of Cambridge, Cambridge, United Kingdom; Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge, United Kingdom.
• Hilal Sahin
  Department of Radiology, University of Cambridge, Box 218, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK.
• Roxana Pintican
  Department of Radiology and Medical Imaging, County Clinical Emergency Hospital, Cluj-Napoca-Napoca, Romania.
• Marta Zerunian
  Department of Medical Surgical Sciences and Translational Medicine, Sapienza University of Rome - Sant'Andrea University Hospital, Via di Grottarossa, 1035-1039, 00189, Rome, Italy.
• Iris Allajbeu
  Department of Radiology, University of Cambridge, Box 218, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK.
• Naveena Singh
  Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
• Anju Sahdev
  Department of Radiology, Barts Health NHS Trust, London, UK.
• Laura Havrilesky
  Duke University Medical Center, Durham, NC, USA.
• David E Cohn
  Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, The Ohio State University College of Medicine, Columbus, Ohio. Electronic address: David.Cohn@osumc.edu.
• Nicholas W Bateman
  Department of Obstetrics and Gynecology, Gynecologic Cancer Center of Excellence, Walter Reed National Military Medical Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
• Thomas P Conrads
  Department of Obstetrics and Gynecology, Gynecologic Cancer Center of Excellence, Walter Reed National Military Medical Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
• Kathleen M Darcy
  Department of Obstetrics and Gynecology, Gynecologic Cancer Center of Excellence, Walter Reed National Military Medical Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
• G Larry Maxwell
  Department of Obstetrics and Gynecology, Gynecologic Cancer Center of Excellence, Walter Reed National Military Medical Center, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.
• John B Freymann
  Cancer Imaging Informatics Lab, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
• Ozan Oktem
• James D Brenton
  Cancer Research UK Cambridge Centre, University of Cambridge, Cambridge CB2 0RE, UK; Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge CB2 0RE, UK. Electronic address: james.brenton@cruk.cam.ac.uk.
• Evis Sala
  Department of Radiology and Cancer Research UK Cambridge Centre, University of Cambridge, Box 218, Cambridge Biomedical Campus, Hills Road, Cambridge CB2 0QQ, England.
• Carola-Bibiane Schönlieb
  EPSRC Centre for Mathematical Imaging in Healthcare, University of Cambridge, Cambridge, UK.

Keywords

External Resources