Detecting and visualizing differences in brain structures with SPHARM and functional data analysis

Detecting and visualizing differences in brain structures with SPHARM and functional data analysis

A new procedure for classifying brain structures described by SPHARM is presented. We combine a dimension reduction technique (functional principal component analysis or functional independent component analysis) with stepwise variable selection for linear discriminant classification. This procedure...

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Bibliographic Details
Main Authors: L. Ferrando, N. Ventura-Campos, I. Epifanio
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:NeuroImage
Subjects:
Reversal error
Magnetic resonance imaging
Neuroeducation
Functional discriminant analysis
Functional data analysis
Shape analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920306959

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http://www.sciencedirect.com/science/article/pii/S1053811920306959

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