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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Vydané v:	Proceedings of SPIE, the international society for optical engineering Ročník 12465
Hlavní autori:	Kumar, Sayantan, Payne, Philip R O, Sotiras, Aristeidis
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.02.2023
Predmet:	normative modeling Alzheimer Disease multimodal variational autoencoders
ISSN:	0277-786X
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