Network-based diagnostic probability estimation from resting-state functional magnetic resonance imaging

Network-based diagnostic probability estimation from resting-state functional magnetic resonance imaging

Brain functional connectivity is a useful biomarker for diagnosing brain disorders. Connectivity is measured using resting-state functional magnetic resonance imaging (rs-fMRI). Previous studies have used a sequential application of the graphical model for network estimation and machine learning to...

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Bibliographic Details
Main Author: Atsushi Kawaguchi
Format: Article
Language:English
Published: AIMS Press 2023-09-01
Series:Mathematical Biosciences and Engineering
Subjects:
alzheimer's disease
brain network
supervised sparse hierarchical component analysis
scoring
dimension reduction
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023787?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023787?viewType=HTML

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