publication . Article . Other literature type . 2020

A tutorial and tool for exploring feature similarity gradients with MRI data

Claude J. Bajada; Lucas Q Costa Campos; Svenja Caspers; Richard Muscat; Geoff J.M. Parker; Matthew A. Lambon Ralph; Lauren L. Cloutman; Nelson J. Trujillo-Barreto;
Open Access English
  • Published: 06 Jul 2020
Abstract
There has been an increasing interest in examining organisational principles of the cerebral cortex (and subcortical regions) using different MRI features such as structural or functional connectivity. Despite the widespread interest, introductory tutorials on the underlying technique targeted for the novice neuroimager are sparse in the literature. Articles that investigate various “neural gradients” (for example based on region studied “cortical gradients,” “cerebellar gradients,” “hippocampal gradients” etc … or feature of interest “functional gradients,” “cytoarchitectural gradients,” “myeloarchitectural gradients” etc …) have increased in popularity. Thus, ...
Subjects
free text keywords: Brain, Nerve Net, Humans, Magnetic Resonance Imaging, Models, Theoretical, Adult, Connectome, Gradients, Spectral clustering, Connectivity-based parcellation, Laplacian eigenmaps, Network analysis, VB Index, Cognitive Neuroscience, Neurology, Article, Magnetic resonance imaging, Cerebral cortex, Brain -- Magnetic resonance imaging, Data structures (Computer science), Dimension reduction (Statistics), Brain, Nerve Net, Humans, Models, Theoretical, Adult, Connectome, ddc:610, lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, lcsh:RC321-571, Tractography, Voxel, computer.software_genre, computer, Artificial intelligence, business.industry, business, Adjacency matrix, Computer science, Graph theory, Network analysis, Natural language processing, Python (programming language), computer.programming_language, Degree matrix, Spectral clustering
Funded by
EC| HBP SGA3
Project
HBP SGA3
Human Brain Project Specific Grant Agreement 3
  • Funder: European Commission (EC)
  • Project Code: 945539
  • Funding stream: H2020 | SGA-RIA
Validated by funder
,
EC| HBP SGA2
Project
HBP SGA2
Human Brain Project Specific Grant Agreement 2
  • Funder: European Commission (EC)
  • Project Code: 785907
  • Funding stream: H2020 | SGA-RIA
Communities
Neuroinformatics
FET H2020FET FLAG: HBP FET Flagship core project
FET H2020FET FLAG: Human Brain Project Specific Grant Agreement 3
FET H2020FET FLAG: HBP FET Flagship core project
FET H2020FET FLAG: Human Brain Project Specific Grant Agreement 2
OAR@UM
Article . 2020
Provider: OAR@UM
NeuroImage
Article
Provider: UnpayWall
NeuroImage
Article . 2020
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