| Brain imaging generation with latent diffusion models WHL Pinaya, PD Tudosiu, J Dafflon, PF Da Costa, V Fernandez, ... MICCAI Workshop on Deep Generative Models, 117-126, 2022 | 158 | 2022 |
| Can segmentation models be trained with fully synthetically generated data? V Fernandez, WHL Pinaya, P Borges, PD Tudosiu, MS Graham, ... International Workshop on Simulation and Synthesis in Medical Imaging, 79-90, 2022 | 31 | 2022 |
| Generative ai for medical imaging: extending the monai framework WHL Pinaya, MS Graham, E Kerfoot, PD Tudosiu, J Dafflon, V Fernandez, ... arXiv preprint arXiv:2307.15208, 2023 | 25 | 2023 |
| Cortical spectral matching and shape and volume analysis of the fetal brain pre-and post-fetal surgery for spina bifida: a retrospective study N Mufti, M Aertsen, M Ebner, L Fidon, P Patel, MBA Rahman, ... Neuroradiology 63 (10), 1721-1734, 2021 | 20 | 2021 |
| Morphology-preserving autoregressive 3D generative modelling of the brain PD Tudosiu, WHL Pinaya, MS Graham, P Borges, V Fernandez, D Yang, ... International Workshop on Simulation and Synthesis in Medical Imaging, 66-78, 2022 | 13 | 2022 |
| Privacy distillation: reducing re-identification risk of multimodal diffusion models V Fernandez, P Sanchez, WHL Pinaya, G Jacenków, SA Tsaftaris, ... arXiv preprint arXiv:2306.01322, 2023 | 6 | 2023 |
| Transfer learning for fine-grained classification using semi-supervised learning and visual transformers M Lagunas, B Impata, V Martinez, V Fernandez, C Georgakis, S Braun, ... arXiv preprint arXiv:2305.10018, 2023 | 2 | 2023 |
| Privacy Distillation: Reducing Re-identification Risk of Diffusion Models V Fernandez, P Sanchez, WHL Pinaya, G Jacenków, SA Tsaftaris, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
| A 3D generative model of pathological multi-modal MR images and segmentations V Fernandez, WHL Pinaya, P Borges, MS Graham, T Vercauteren, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | | 2023 |
| Unsupervised Heteromodal Physics-Informed Representation of MRI Data: Tackling Data Harmonisation, Imputation and Domain Shift P Borges, V Fernandez, PD Tudosiu, P Nachev, S Ourselin, MJ Cardoso International Workshop on Simulation and Synthesis in Medical Imaging, 53-63, 2023 | | 2023 |
| Simulation and Synthesis in Medical Imaging: 8th International Workshop, SASHIMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings JM Wolterink, D Svoboda, C Zhao, V Fernandez Springer Nature, 2023 | | 2023 |
| VP28. 02: Cortical surface matching of the fetal cortex pre‐and post‐fetal surgery for open spina bifida N Mufti, M Aertsen, M Ebner, L Fidon, P Patel, MBA Rahman, ... Ultrasound in Obstetrics & Gynecology 56, 178-178, 2020 | | 2020 |
| Brain Imaging Generation with Latent Diffusion Models PF Da Costa, V Fernandez, P Nachev, S Ourselin, MJ Cardoso Deep Generative Models, 117, 0 | | |
| Check for updates A 3D Generative Model of Pathological Multi-modal MR Images and Segmentations V Fernandez, WHL Pinaya, P Borges Deep Generative Models: Third MICCAI Workshop, DGM4MICCAI 2023, Held in …, 0 | | |
