Journal papers
Registration (WP3)
Hémon C., Texier B., Queffélec A., et al., Indirect deformable image registration using synthetic image generated by unsupervised deep learning. Image and Vision Computing, vol 148, 2024.
MR-to-CT Synthesis (WP4)
S. Han, B. Texier, C. Hémon, Y. Kortli, A. Queffelec, et al., Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis, Pattern Recognition Letters, november 2024, in revision.
B. Texier, C. Hémon, P. Lekieffre, E Collot, et al., Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning, PHIRO, vol. 28, 2023.
S. Tahri, B. Texier, J-C Nunes, C. Hémon, P. Lekieffre, E Collot, et al., A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study. Front. Oncol. vol. 13, 2023.
Conferences
MR-to-CT Synthesis (WP4)
B. Texier, S. Gharsallah, S. Han, C. Hémon, et al., Enhancing MRI-Only Radiotherapy: Overcoming Dental Artifacts with 3D GAN-Based Synthetic CT Generation, ESTRO 2025, Vienna, Austria, submitted.
S. Han, B. Texier, C. Hémon, Y. Kortli, A. Queffelec, et al., Online data augmentation for deep learning-based MR-to-CT synthesis, ESTRO 2025, Vienna, Austria, submitted.
B. Texier, A. Queffélec, Z. Jenkal, C. Hémon, Y. Kortli, S. Han, et al., Brain MR-to-CT generation: comparison between supervised and unsupervised cGAN, ESTRO 2024, Glasgow, UK.
S. Tahri, C. Hemon, Z. Jenkal, et al., Comparaison de deux méthodes de calcul de dose à partir de CBCT en radiothérapie des cancers de la sphère ORL, SFRO 2023.
B. Texier, C. Hémon, P. Lekieffre, E. Collot, S. Tahri, H. Chourak, J. Dowling, P. Greer, I. Bessieres, A. Barateau, C. Lafond, O. Acosta, R. de Crevoisier, J. Castelli and J.C. Nunes, Multi-center CT synthesis by 3D cycle-GAN for prostate MRI-only radiotherapy, ISBI 2023.
B. Texier, C. Hémon, E. Collot, P. Lekieffre, S. Tahri, H. Chourak, P. Greer, J. Dowling, A. Barateau, C. Lafond, R. de Crevoisier, J. Castelli and J.C. Nunes, Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning, ESTRO 2023, Vienna, Austria.
P. Lekieffre, E. Collot, B. Texier, C. Hémon, S. Tahri, H. Chourak, I. Bessieres, P. Greer, J. Dowling, A. Barateau, C. Lafond, R. de Crevoisier, J.C. Nunes, 3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter training, ESTRO 2023, Vienna, Austria..
E. Collot, P. Lekieffre, B. Texier, C. Hémon, S. Tahri, H. Chourak, A. Barateau, C. Lafond, R. de Crevoisier, J.C. Nunes, Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images, ESTRO 2023, Vienna, Austria.
