Unravelling Machine Learning–Insights in Respiratory Medicine E Angelini, S Dahan, A Shah European Respiratory Journal, 2019 | 30 | 2019 |
Surface vision transformers: Attention-based modelling applied to cortical analysis S Dahan, A Fawaz, LZJ Williams, C Yang, TS Coalson, MF Glasser, ... International Conference on Medical Imaging with Deep Learning, 282-303, 2022 | 18 | 2022 |
Benchmarking geometric deep learning for cortical segmentation and neurodevelopmental phenotype prediction A Fawaz, LZJ Williams, A Alansary, C Bass, K Gopinath, M da Silva, ... bioRxiv, 2021.12. 01.470730, 2021 | 14 | 2021 |
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity S Dahan, LZJ Williams, D Rueckert, EC Robinson International Workshop on Machine Learning in Clinical Neuroimaging (MLCN …, 2021 | 14 | 2021 |
Generalising the HCP multimodal cortical parcellation to UK Biobank LZJ Williams, MF Glasser, F Alfaro-Almagro, S Dahan, A Fawaz, ... bioRxiv, 2023.03. 14.532531, 2023 | 3 | 2023 |
Surface Analysis with Vision Transformers S Dahan, LZJ Williams, A Fawaz, D Rueckert, EC Robinson Transformer for Vision (T4V) workshop at CVPR 2022, 2022 | 3 | 2022 |
The Multiscale Surface Vision Transformer S Dahan, LZJ Williams, D Rueckert, EC Robinson Medical Imaging with Deep Learning (2024), 2024 | 2 | 2024 |
Surface Generative Modelling of Neurodevelopmental Trajectories A Fawaz, SNB Masui, LZJ Williams, S Dahan, D Edwards, EC Robinson bioRxiv, 2023.10. 16.562598, 2023 | 1 | 2023 |
Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders S Dahan, LZJ Williams, Y Guo, D Rueckert, EC Robinson Medical Imaging with Deep Learning, 2024 | | 2024 |
Cortical Surface Diffusion Generative Models Z Xie, S Dahan, LZJ Williams, MJ Cardoso, EC Robinson arXiv preprint arXiv:2402.04753, 2024 | | 2024 |
Applications of interpretable deep learning in neuroimaging: a comprehensive review L Munroe, M Silva, F Heidari, I Grigorescu, S Dahan, EC Robinson, ... Imaging Neuroscience, 2024 | | 2024 |
Continuous GCN-GANs for Modelling Neonatal Cortical Surface Development A Fawaz, LZJ Williams, S Dahan, AD Edwards, EC Robinson Geometric Deep Learning in Medical Image Analysis (Extended abstracts), 2022 | | 2022 |