A Novel Longitudinal Phenotype–Genotype Association Study Based on Deep Feature Extraction and Hypergraph Models for Alzheimer’s Disease

Traditional image genetics primarily uses linear models to investigate the relationship between brain image data and genetic data for Alzheimer’s disease (AD) and does not take into account the dynamic changes in brain phenotype and connectivity data across time between different brain areas. In thi...

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Bibliographic Details

Published in:	Biomolecules
Main Authors:	Wei Kong, Yufang Xu, Shuaiqun Wang, Kai Wei, Gen Wen, Yaling Yu, Yuemin Zhu
Format:	Article
Language:	English
Published:	MDPI AG 2023-04-01
Subjects:	Alzheimer’s disease brain imaging genetics gene expression deep subspace reconstruction hypergraph DS-HBTGSCCA
Online Access:	https://www.mdpi.com/2218-273X/13/5/728