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06/02/2023
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach
Focal cortical dysplasia (FCD) is a leading cause of drug-resistant foca...
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03/21/2023
The Multiscale Surface Vision Transformer
Surface meshes are a favoured domain for representing structural and fun...
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05/31/2022
Surface Analysis with Vision Transformers
The extension of convolutional neural networks (CNNs) to non-Euclidean g...
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04/07/2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces
Recent state-of-the-art performances of Vision Transformers (ViT) in com...
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03/30/2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis
The extension of convolutional neural networks (CNNs) to non-Euclidean g...
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03/24/2022
A Deep-Discrete Learning Framework for Spherical Surface Registration
Cortical surface registration is a fundamental tool for neuroimaging ana...
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09/07/2021
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity
The study of functional brain connectivity (FC) is important for underst...
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03/03/2021