Improving generalization in MR‐to‐CT synthesis in radiotherapy by using an augmented cycle generative adversarial network with unpaired data

Kévin Brou Boni (1, 2) , John Klein (1) , Akos Gulyban (3) , Nick Reynaert (3) , David Pasquier (2, 1)

1 CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
2 UNICANCER/Lille - Centre Régional de Lutte contre le Cancer Oscar Lambret [Lille]
3 Institut Jules Bordet [Bruxelles]

Domaines: Analyse de données, Statistiques et Probabilités [physics.data-an]; Physique Médicale [physics.med-ph]

Kévin Brou Boni, John Klein, Akos Gulyban, Nick Reynaert, David Pasquier. Improving generalization in MR‐to‐CT synthesis in radiotherapy by using an augmented cycle generative adversarial network with unpaired data. Medical Physics, 2021, 48 (6), pp.3003-3010. ⟨10.1002/mp.14866⟩. ⟨hal-03204110⟩