Article

Analyzing Brain Morphology in Alzheimer’s Disease Using Discriminative and Generative Spiral Networks

2021-04-16

Abstract excerpt

Several patterns of atrophy have been identified and strongly related to Alzheimer’s disease (AD) pathology and its progression. Morphological changes in brain shape have been identified up to ten years before clinical diagnoses of AD, making its early detection more relevant. We propose novel geometric deep learning frameworks for the analysis of brain shape in the context of neurodegeneration caused by AD. Our...

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Literature Corpus work: aee8a78d-fd98-565b-b840-4861e1827f7a
DOI: 10.1101/2021.04.15.440008

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