| 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 | 344 | 2022 |
| Unsupervised brain imaging 3D anomaly detection and segmentation with transformers WHL Pinaya, PD Tudosiu, R Gray, G Rees, P Nachev, S Ourselin, ... Medical Image Analysis 79, 102475, 2022 | 176 | 2022 |
| Fast unsupervised brain anomaly detection and segmentation with diffusion models WHL Pinaya, MS Graham, R Gray, PF Da Costa, PD Tudosiu, P Wright, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 132 | 2022 |
| Denoising diffusion models for out-of-distribution detection MS Graham, WHL Pinaya, PD Tudosiu, P Nachev, S Ourselin, J Cardoso Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 97 | 2023 |
| 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 | 91 | 2023 |
| 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 | 62 | 2022 |
| Icam: Interpretable classification via disentangled representations and feature attribution mapping C Bass, M da Silva, C Sudre, PD Tudosiu, S Smith, E Robinson Advances in Neural Information Processing Systems 33, 7697-7709, 2020 | 46 | 2020 |
| Icam-reg: Interpretable classification and regression with feature attribution for mapping neurological phenotypes in individual scans C Bass, M Da Silva, C Sudre, LZJ Williams, HS Sousa, PD Tudosiu, ... IEEE transactions on medical imaging 42 (4), 959-970, 2022 | 33 | 2022 |
| 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 | 23 | 2022 |
| Transformer-based out-of-distribution detection for clinically safe segmentation MS Graham, PD Tudosiu, P Wright, WHL Pinaya, U Jean-Marie, YH Mah, ... International conference on medical imaging with deep learning, 457-476, 2022 | 22 | 2022 |
| Inversesr: 3d brain mri super-resolution using a latent diffusion model J Wang, J Levman, WHL Pinaya, PD Tudosiu, MJ Cardoso, R Marinescu International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 21 | 2023 |
| Neuromorphologicaly-preserving volumetric data encoding using VQ-VAE PD Tudosiu, T Varsavsky, R Shaw, M Graham, P Nachev, S Ourselin, ... arXiv preprint arXiv:2002.05692, 2020 | 21 | 2020 |
| Unsupervised 3d out-of-distribution detection with latent diffusion models MS Graham, WHL Pinaya, P Wright, PD Tudosiu, YH Mah, JT Teo, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 14 | 2023 |
| Realistic morphology-preserving generative modelling of the brain PD Tudosiu, WHL Pinaya, P Ferreira Da Costa, J Dafflon, A Patel, ... Nature Machine Intelligence 6 (7), 811-819, 2024 | 12 | 2024 |
| Cross attention transformers for multi-modal unsupervised whole-body pet anomaly detection A Patel, PD Tudosiu, WHL Pinaya, G Cook, V Goh, S Ourselin, ... MICCAI Workshop on Deep Generative Models, 14-23, 2022 | 11 | 2022 |
| Hierarchical brain parcellation with uncertainty MS Graham, CH Sudre, T Varsavsky, PD Tudosiu, P Nachev, S Ourselin, ... Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2020 | 10 | 2020 |
| Mulan: A multi layer annotated dataset for controllable text-to-image generation PD Tudosiu, Y Yang, S Zhang, F Chen, S McDonagh, G Lampouras, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 7 | 2024 |
| Self-supervised anomaly detection from anomalous training data via iterative latent token masking A Patel, PD Tudosiu, WHL Pinaya, MS Graham, O Adeleke, G Cook, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 7 | 2023 |
| Generating multi-pathological and multi-modal images and labels for brain MRI V Fernandez, WHL Pinaya, P Borges, MS Graham, PD Tudosiu, ... Medical Image Analysis 97, 103278, 2024 | 5 | 2024 |
| 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 | 4 | 2023 |
M. Jorge CardosoReader, King's College LondonEmail được xác minh tại kcl.ac.uk