Article
CE-GAN: Community Evolutionary Generative Adversarial Network for Alzheimer's Disease Risk Prediction.
IEEE transactions on medical imaging - 1 Nov 2024
Bi Xia-An, Yang Zicheng, Huang Yangjun, Xing Zhaoxu, Xu Luyun, Wu Zihao, Liu Zhengliang, Li Xiang, Liu Tianming
Abstract excerpt
In the studies of neurodegenerative diseases such as Alzheimer's Disease (AD), researchers often focus on the associations among multi-omics pathogeny based on imaging genetics data. However, current studies overlook the communities in brain networks, leading to inaccurate models of disease development. This paper explores the developmental patterns of AD from the perspective of community evolution. We first...
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