Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report EMC Huijben, ML Terpstra, S Pai, A Thummerer, P Koopmans, M Afonso, ... Medical image analysis 97, 103276, 2024 | 14 | 2024 |
Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning B Texier, C Hémon, P Lekieffre, E Collot, S Tahri, H Chourak, J Dowling, ... Physics and Imaging in Radiation Oncology 28, 100511, 2023 | 10 | 2023 |
A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study S Tahri, B Texier, JC Nunes, C Hemon, P Lekieffre, E Collot, H Chourak, ... Frontiers in Oncology 13, 1279750, 2023 | 8 | 2023 |
Contour‐guided deep learning based deformable image registration for dose monitoring during CBCT‐guided radiotherapy of prostate cancer C Hemon, B Rigaud, A Barateau, F Tilquin, V Noblet, D Sarrut, P Meyer, ... Journal of applied clinical medical physics 24 (8), e13991, 2023 | 5 | 2023 |
Indirect deformable image registration using synthetic image generated by unsupervised deep learning C Hémon, B Texier, H Chourak, A Simon, I Bessières, R de Crevoisier, ... Image and Vision Computing, 105143, 2024 | 4 | 2024 |
Guiding Unsupervised CBCT-to-CT synthesis using Content and style Representation by an Enhanced Perceptual synthesis (CREPs) loss C Hémon, V Boussot, B Texier, JL Dillenseger, JC Nunes MICCAI 2023 (SynthRAD2023), 2023 | 4 | 2023 |
PO-1671 3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter training P Lekieffre, E Collot, B Texier, C Hémon, S Tahri, H Chourak, I Bessieres, ... Radiotherapy and Oncology 182, S1374-S1375, 2023 | 1 | 2023 |
Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis S Han, C Hémon, B Texier, Y Kortli, A Queffelec, R de Crevoisier, ... Pattern Recognition Letters 189, 56-63, 2025 | | 2025 |
Modeling dose uncertainty in cone-beam computed tomography: Predictive approach for deep learning-based synthetic computed tomography generation C Hémon, L Cubero, V Boussot, RA Martin, B Texier, J Castelli, ... Physics and Imaging in Radiation Oncology, 100704, 2025 | | 2025 |
3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy B Texier, C Hémon, A Queffélec, J Dowling, I Bessieres, P Greer, ... Physics and Imaging in Radiation Oncology 31, 100612, 2024 | | 2024 |
Brain MR-to-CT generation: comparison between supervised and unsupervised cGAN B Texier, A Queffélec, Z Jenkal, C Hemon, Y Kortli, S Tahri, S Han, ... Annual Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), 2024 | | 2024 |
2518: CBCT-to-CT Deep-learning generation with uncertainty map predictions C Hémon, C Lafond, A Barateau, B Texier, J Castelli, R de Crevoisier, ... ESTRO 2024 194, S4545-S4548, 2024 | | 2024 |
2326: Brain MR-to-CT generation: comparison between supervised and unsupervised cGAN B Texier, A Queffélec, Z Jenkal, C Hémon, Y Kortli, S Tahri, S Han, ... ESTRO 2024 194, S3911-S3913, 2024 | | 2024 |
Unsupervised Generation of Synthetic CT from CBCT using 3D GAN in Head and Neck Cancer Radiotherapy C Hémon, B Texier, P Lekieffre, E Collot, C Lafond, A Barateau, ... Annual Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), 2023 | | 2023 |
PO-1675 Evaluation of synthetic CTs by 3D Cycle-GAN from prostate MR images E COLLOT, P Lekieffre, B Texier, C Hémon, S Tahri, H Chourak, ... Radiotherapy and Oncology 182, S1380, 2023 | | 2023 |
PO-1677 Unsupervised generation of synthetic CT from CBCT using 3D GAN in head and neck cancer radiotherapy C Hémon, B Texier, P Lekieffre, E Collot, C Lafond, A Barateau, ... Radiotherapy and Oncology 182, S1382-S1383, 2023 | | 2023 |
OC-0446 Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning B Texier, C Hémon, E Collot, P Lekieffre, S Tahri, H Chourak, P Greer, ... Radiotherapy and Oncology 182, S348-S349, 2023 | | 2023 |
Guiding Unsupervised MRI-to-CT synthesis using Content and style Representation by an Enhanced Perceptual synthesis (CREPs) loss C Hémon, V Boussot, B Texier, JL Dillenseger, JC Nunes MICCAI 2023 (SynthRAD2023), 2023 | | 2023 |
Physics and Imaging in Radiation Oncology B Texier, C Hémon, A Queffélec, J Dowling, I Bessieres, J Castelli, ... | | |