Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Volume Deviations in Alzheimer's Disease

Normative modelling is a method for understanding the underlying heterogeneity within brain disorders like Alzheimer Disease (AD), by quantifying how each patient deviates from the expected normative pattern that has been learned from a healthy control distribution. Existing deep learning based norm...

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Bibliographic Details

Published in:	Proceedings of SPIE, the international society for optical engineering Vol. 12465
Main Authors:	Kumar, Sayantan, Payne, Philip R O, Sotiras, Aristeidis
Format:	Journal Article
Language:	English
Published:	United States 01.02.2023
Subjects:	normative modeling Alzheimer Disease multimodal variational autoencoders
ISSN:	0277-786X
Online Access:	Get more information
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