Brain network connectivity feature extraction using deep learning for Alzheimer's disease classification

•A deep learning-based Granger causality estimator was applied for brain network construction, it considered the constantly changing propagation delay between brain signals.•The employment of multi-modal imaging to explore the structural and functional alteration in AD brains is more useful than to...

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Veröffentlicht in:	Neuroscience letters 2022-06, Vol.782, p.136673-136673, Article 136673
Hauptverfasser:	Hu, Yuhuan, Wen, Caiyun, Cao, Guoquan, Wang, Jingqiang, Feng, Yuanjing
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer's disease Classification Deep learning Multimodality rs-fMRI sMRI
Online-Zugang:	Volltext
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