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Featured Co-authors

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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

ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans

An important goal of medical imaging is to be able to precisely detect p...

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