Brain-Inspired Fuzzy Graph Convolution Network for Alzheimer's Disease Diagnosis Based on Imaging Genetics Data

The analysis of multi-omics biomedical data has become increasingly critical in clinical decision-making for brain diseases like Alzheimer's Disease (AD). However, the inherent fuzziness of biomedical information limits the classification performance of existing methods, and current disease mod...

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Veröffentlicht in:	IEEE transactions on fuzzy systems 2025-01, p.1-15
Hauptverfasser:	Bi, Xia-An, Huang, Yangjun, Shen, Wenzhuo, Yang, Zicheng, Mao, Yuhua, Xu, Luyun, Liu, Zhonghua
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer's disease brain-inspired disease modeling brain-inspired fuzzy graph convolutional network feature extraction imaging genetics data
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