A multi-centric evaluation of self-learning GAN based pseudo-CT generation software for low field pelvic magnetic resonance imaging.

Journal: Frontiers in oncology
Published Date: Nov 10, 2023

Abstract

PURPOSE/OBJECTIVES: An artificial intelligence-based pseudo-CT from low-field MR images is proposed and clinically evaluated to unlock the full potential of MRI-guided adaptive radiotherapy for pelvic cancer care.

Authors

  • Jessica Prunaretty
    Institut du Cancer de Montpellier, Department of Radiation Oncology, Montpellier, France.
  • Gorkem Güngör
    Department of Radiation Oncology, Maslak Hospital, Acibadem Mehmet Ali Aydınlar (MAA) University, Istanbul, Türkiye.
  • Thierry Gevaert
    Radiotherapy Department, Universitair Ziekenhuis (UZ) Brussel, Vrije Universiteit Brussel, Brussels, Belgium.
  • David Azria
    Institut du Cancer de Montpellier, Department of Radiation Oncology, Montpellier, France.
  • Simon Valdenaire
    Institut du Cancer de Montpellier, Department of Radiation Oncology, Montpellier, France.
  • Panagiotis Balermpas
    Department of Radiation Oncology, University Hospital Zurich, Zurich, Switzerland.
  • Luca Boldrini
    Radiation Oncology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
  • Michael David Chuong
    Department of Radiation Oncology, Miami Cancer Institute, Miami, FL, United States.
  • Mark De Ridder
    Radiotherapy Department, Universitair Ziekenhuis (UZ) Brussel, Vrije Universiteit Brussel, Brussels, Belgium.
  • Leo Hardy
    TheraPanacea, Paris, France.
  • Sanmady Kandiban
    TheraPanacea, Paris, France.
  • Philippe Maingon
    Assistance publique - Hôpitaux de Paris (AP-HP) Sorbonne Universite, Charles-Foix Pitié-Salpêtrière, Paris, France.
  • Kathryn Elizabeth Mittauer
    Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, FL, United States.
  • Enis Ozyar
    Department of Radiation Oncology, Maslak Hospital, Acibadem Mehmet Ali Aydınlar (MAA) University, Istanbul, Türkiye.
  • Thais Roque
    TheraPanacea, Paris, France.
  • Lorenzo Colombo
    TheraPanacea, Paris, France.
  • Nikos Paragios
    TheraPanacea, Paris, France.
  • Ryan Pennell
    Radiation Oncology, NewYork-Presbyterian/Weill Cornell Hospital, New York, NY, United States.
  • Lorenzo Placidi
    Radiation Oncology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.
  • Kumar Shreshtha
    TheraPanacea, Paris, France.
  • M P Speiser
    Radiation Oncology Weill Cornell Medicine, New York, NY, United States.
  • Stephanie Tanadini-Lang
    Department of Radiation Oncology, University Hospital Zurich, Zurich, Switzerland.
  • Vincenzo Valentini
    Agostino Gemelli University Polyclinic (IRCCS), Rome, Italy.
  • Pascal Fenoglietto
    Institut du Cancer de Montpellier, Department of Radiation Oncology, Montpellier, France.

Keywords

No keywords available for this article.

External Resources

Popular Topics
Recent Journals