Hetero-modal variational encoder-decoder for joint modality completion and segmentation R Dorent, S Joutard, M Modat, S Ourselin, T Vercauteren Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 116 | 2019 |
An artificial intelligence framework for automatic segmentation and volumetry of vestibular schwannomas from contrast-enhanced T1-weighted and high-resolution T2-weighted MRI J Shapey, G Wang, R Dorent, A Dimitriadis, W Li, I Paddick, N Kitchen, ... Journal of neurosurgery 134 (1), 171-179, 2019 | 95 | 2019 |
Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm J Shapey, A Kujawa, R Dorent, G Wang, A Dimitriadis, D Grishchuk, ... Scientific Data 8 (1), 1-6, 2021 | 71 | 2021 |
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation R Dorent, A Kujawa, M Ivory, S Bakas, N Rieke, S Joutard, B Glocker, ... Medical Image Analysis 83, 102628, 2023 | 64 | 2023 |
Automatic segmentation of vestibular schwannoma from T2-weighted MRI by deep spatial attention with hardness-weighted loss G Wang, J Shapey, W Li, R Dorent, A Dimitriadis, S Bisdas, I Paddick, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 63 | 2019 |
Scribble-based domain adaptation via co-segmentation R Dorent, S Joutard, J Shapey, S Bisdas, N Kitchen, R Bradford, S Saeed, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 42 | 2020 |
Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI H McGrath, P Li, R Dorent, R Bradford, S Saeed, S Bisdas, S Ourselin, ... International journal of computer assisted radiology and surgery 15, 1445-1455, 2020 | 34 | 2020 |
Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets R Dorent, T Booth, W Li, CH Sudre, S Kafiabadi, J Cardoso, S Ourselin, ... Medical image analysis 67, 101862, 2021 | 32 | 2021 |
Inter extreme points geodesics for end-to-end weakly supervised image segmentation R Dorent, S Joutard, J Shapey, A Kujawa, M Modat, S Ourselin, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 29 | 2021 |
Biomedical image analysis competitions: The state of current participation practice M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ... arXiv preprint arXiv:2212.08568, 2022 | 25 | 2022 |
Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections F Pérez-García, R Dorent, M Rizzi, F Cardinale, V Frazzini, V Navarro, ... International Journal of Computer Assisted Radiology and Surgery 16, 1653-1661, 2021 | 16 | 2021 |
MedShapeNet--A large-scale dataset of 3D medical shapes for computer vision J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ... arXiv preprint arXiv:2308.16139, 2023 | 15 | 2023 |
Artificial intelligence opportunities for vestibular schwannoma management using image segmentation and clinical decision tools J Shapey, A Kujawa, R Dorent, SR Saeed, N Kitchen, R Obholzer, ... World neurosurgery 149, 269-270, 2021 | 12 | 2021 |
Permutohedral attention module for efficient non-local neural networks S Joutard, R Dorent, A Isaac, S Ourselin, T Vercauteren, M Modat Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 12 | 2019 |
Boundary distance loss for intra-/extra-meatal segmentation of vestibular schwannoma N Wijethilake, A Kujawa, R Dorent, M Asad, A Oviedova, T Vercauteren, ... International Workshop on Machine Learning in Clinical Neuroimaging, 73-82, 2022 | 8 | 2022 |
Segmentation of vestibular schwannoma from mri—an open annotated dataset and baseline algorithm. Scientific Data (2021) J Shapey, A Kujawa, R Dorent, G Wang, A Dimitriadis, D Grishchuk, ... medRxiv, 0 | 8 | |
Fastgeodis: Fast generalised geodesic distance transform M Asad, R Dorent, T Vercauteren arXiv preprint arXiv:2208.00001, 2022 | 7 | 2022 |
Unified brain MR-ultrasound synthesis using multi-modal hierarchical representations R Dorent, N Haouchine, F Kogl, S Joutard, P Juvekar, E Torio, AJ Golby, ... International conference on medical image computing and computer-assisted …, 2023 | 5 | 2023 |
Automated Koos classification of vestibular schwannoma A Kujawa, R Dorent, S Connor, A Oviedova, M Okasha, D Grishchuk, ... Frontiers in radiology 2, 837191, 2022 | 5 | 2022 |