HCTMFS: A multi-modal feature selection framework with higher-order correlated topological manifold for ESRDaMCI

•A multi-modal feature selection framework with higher-order correlated topological manifold (HCTMFS) were proposed to classify ESRDaMCI patients and identify the discriminative brain regions. It constructed brain structural and functional networks with diffuse kurtosis imaging (DKI) and functional...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2024-01, Vol.243, p.107905-107905, Article 107905
Hauptverfasser:	Song, Chaofan, Liu, Tongqiang, Shi, Haifeng, Jiao, Zhuqing
Format:	Artikel
Sprache:	eng
Schlagworte:	End-stage renal disease Hypergraph Mild cognitive impairment Multi-modal feature selection Topological manifold
Online-Zugang:	Volltext
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