Deep learning‐based segmentation in prostate radiation therapy using Monte Carlo simulated cone‐beam CT

Nelly Abbani (1) , Thomas Baudier (1) , Simon Rit (1) , Francesca Di Franco (1) , Franklin Okoli (2) , Vincent Jaouen (2, 3) , Florian Tilquin (4) , Anaïs Barateau (4) , Antoine Simon (4) , Renaud de Crevoisier (4) , Julien Bert (2) , David Sarrut (1)

1 Imagerie Tomographique et Radiothérapie
2 LaTIM - Laboratoire de Traitement de l'Information Medicale
3 IMT Atlantique - ITI - Département lmage et Traitement Information
4 LTSI - Laboratoire Traitement du Signal et de l'Image

Mots clés: CBCT; Monte Carlo simulation; cancer; deep learning; prostate; segmentation

Domaines: Imagerie médicale

Nelly Abbani, Thomas Baudier, Simon Rit, Francesca Di Franco, Franklin Okoli, et al.. Deep learning‐based segmentation in prostate radiation therapy using Monte Carlo simulated cone‐beam CT. Medical Physics, 2022, 28 (11), pp.6930-6944. ⟨10.1002/mp.15946⟩. ⟨hal-03763981⟩