Abdulah Fawaz | DeepAI

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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...

0 Hannah Spitzer, et al. ∙

∙ 03/21/2023

The Multiscale Surface Vision Transformer

Surface meshes are a favoured domain for representing structural and fun...

0 Simon Dahan, et al. ∙

∙ 06/15/2022

A Deep Generative Model of Neonatal Cortical Surface Development

The neonatal cortical surface is known to be affected by preterm birth, ...

0 Abdulah Fawaz, et al. ∙

∙ 05/31/2022

Surface Analysis with Vision Transformers

The extension of convolutional neural networks (CNNs) to non-Euclidean g...

0 Simon Dahan, et al. ∙

∙ 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...

12 Simon Dahan, et al. ∙

∙ 03/30/2022

Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis

The extension of convolutional neural networks (CNNs) to non-Euclidean g...

0 Simon Dahan, et al. ∙

∙ 03/24/2022

A Deep-Discrete Learning Framework for Spherical Surface Registration

Cortical surface registration is a fundamental tool for neuroimaging ana...

0 Mohamed A. Suliman, et al. ∙

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