Multi-modal feature selection with self-expression topological manifold for end-stage renal disease associated with mild cognitive impairment

Multi-modal feature selection with self-expression topological manifold for end-stage renal disease associated with mild cognitive impairment

Effectively selecting discriminative brain regions in multi-modal neuroimages is one of the effective means to reveal the neuropathological mechanism of end-stage renal disease associated with mild cognitive impairment (ESRDaMCI). Existing multi-modal feature selection methods usually depend on the...

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Bibliographic Details
Main Authors: Chaofan Song, Tongqiang Liu, Huan Wang, Haifeng Shi, Zhuqing Jiao
Format: Article
Language:English
Published: AIMS Press 2023-07-01
Series:Mathematical Biosciences and Engineering
Subjects:
mild cognitive impairment
topological manifold
multi-modal feature selection
functional magnetic resonance imaging
arterial spin labeling
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023664?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023664?viewType=HTML

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