Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer's Disease

Normative modeling is an emerging and promising approach to effectively study disorder heterogeneity in individual participants. In this study, we propose a novel normative modeling method by combining conditional variational autoencoder with adversarial learning (ACVAE) to identify brain dysfunctio...

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Bibliographic Details

Published in:	Proceedings (International Symposium on Biomedical Imaging) pp. 1 - 4
Main Authors:	Wang, Xuetong, Zhou, Rong, Zhao, Kanhao, Leow, Alex, Zhang, Yu, He, Lifang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 18.04.2023
Subjects:	adversarial learning Alzheimer's disease Biological system modeling Brain modeling Computational modeling conditional variational autoencoder Normative modeling Sensitivity Solid modeling Training
ISSN:	1945-8452
Online Access:	Get full text
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