Dosimetry-driven quality measure of brain pseudo Computed Tomography generated from deep learning for MRI-only radiotherapy treatment planning.
Fiche publication
Date publication
mai 2020
Journal
International journal of radiation oncology, biology, physics
Auteurs
Membres identifiés du Cancéropôle Est :
Pr NOEL Georges
Tous les auteurs :
Andres EA, Fidon L, Vakalopoulou M, Lerousseau M, Carré A, Sun R, Klausner G, Ammari S, Benzazon N, Reuzé S, Estienne T, Niyoteka S, Battistella E, Rouyar A, Noël G, Beaudre A, Dhermain F, Deutsch E, Paragios N, Robert C
Lien Pubmed
Résumé
This study aims at evaluating the impact of key parameters on the pseudo Computed Tomography (pCT) quality generated from Magnetic Resonance Imaging (MRI) with a 3D convolutional neural network (CNN).
Référence
Int. J. Radiat. Oncol. Biol. Phys.. 2020 May 14;: