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...
Main Authors: | L. Ferrando, N. Ventura-Campos, I. Epifanio |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2020-11-01
|
Series: | NeuroImage |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1053811920306959 |
Similar Items
-
A neuroimaging data set on problem solving in the case of the reversal error: Putamen data
by: Lara Ferrando, et al.
Published: (2020-12-01) -
Brain-anatomy image data set for problem solving associated with reversal error: Volumetric data
by: N. Ventura-Campos, et al.
Published: (2023-06-01) -
Exploiting The Brain’s Network Structure in Identifying ADHD
by: Soumyabrata eDey, et al.
Published: (2012-11-01) -
Progress Report in Neuroscience and Education: Experiment of Four Neuropedagogical Methods
by: Leila Elouafi, et al.
Published: (2021-07-01) -
THE BASIC PRINCIPLES OF RESEARCH IN NEUROEDUCATION STUDIES
by: Ali Nouri
Published: (2016-06-01)