Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. - Simon Dahan; Logan Z. J. Williams; Daniel Rueckert; Emma C. Robinson (MLCN@MICCAI, 2021)

Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. - Simon Dahan; Abdulah Fawaz; Logan Z. J. Williams; Chunhui Yang; Timothy S. Coalson; Matthew F. Glasser; A. David Edwards; Daniel Rueckert; Emma C. Robinson (MIDL, 2022)

Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces. - Simon Dahan; Hao Xu; Logan Z. J. Williams; Abdulah Fawaz; Chunhui Yang; Timothy S. Coalson; Michelle C. Williams; David E. Newby; A. David Edwards; Matthew F. Glasser; Alistair A. Young; Daniel Rueckert; et al. (CoRR, 2022)

Surface Analysis with Vision Transformers. - Simon Dahan; Logan Z. J. Williams; Abdulah Fawaz; Daniel Rueckert; Emma C. Robinson (CoRR, 2022)

The Multiscale Surface Vision Transformer. - Simon Dahan; Abdulah Fawaz; Mohamed A. Suliman; Mariana da Silva; Logan Z. J. Williams; Daniel Rueckert; Emma C. Robinson (CoRR, 2023)

Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data. - Simon Dahan; Mariana da Silva; Daniel Rueckert; Emma C. Robinson (CoRR, 2023)

Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders. - Simon Dahan; Logan Zane John Williams; Yourong Guo; Daniel Rueckert; Emma Claire Robinson (MIDL, 2024)

The Multiscale Surface Vision Transformer. - Simon Dahan; Logan Zane John Williams; Daniel Rueckert; Emma Claire Robinson (MIDL, 2024)

Cortical Surface Diffusion Generative Models. - Zhenshan Xie; Simon Dahan; Logan Z. J. Williams; M. Jorge Cardoso; Emma C. Robinson (CoRR, 2024)

Applications of interpretable deep learning in neuroimaging: a comprehensive review. - Lindsay Munroe; Mariana da Silva; Faezeh Heidari; Irina Grigorescu; Simon Dahan; Emma C. Robinson; Maria Deprez; Po-Wah So (CoRR, 2024)

SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments. - Simon Dahan; Gabriel Bénédict; Logan Zane John Williams; Yourong Guo; Daniel Rueckert; Robert Leech; Emma Claire Robinson (ICLR, 2025)