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08/10/2023
Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data
Self-supervision has been widely explored as a means of addressing the l...
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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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08/18/2021
Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks
Biomechanical modeling of tissue deformation can be used to simulate dif...
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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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12/14/2020
Biomechanical modelling of brain atrophy through deep learning
We present a proof-of-concept, deep learning (DL) based, differentiable ...
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06/15/2020