Multimodal fusion analysis of structural connectivity and gray matter morphology in migraine

Multimodal fusion analysis of structural connectivity and gray matter morphology in migraine

No specific migraine biomarkers have been found in single-modality MRI studies. We aimed at establishing biomarkers for episodic and chronic migraine using diverse MRI modalities. We employed canonical correlation analysis and joint independent component analysis to find structural connectivity abno...

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Bibliographic Details
Main Authors: Aja-Fernández, S. (Author), de Luis-García, R. (Author), García-Azorín, D. (Author), Guerrero, Á.L (Author), Planchuelo-Gómez, Á (Author), Rodríguez, M. (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
adult
Article
brain
brain size
caudate nucleus
cingulate gyrus
connectome
controlled study
correlation analysis
diffusion magnetic resonance imaging
episodic migraine
female
gray matter
gray matter volume
hippocampus
human
human tissue
independent component analysis
insula
magnetic resonance imaging
major clinical study
male
migraine
migraine disorders
morphometry
orbital cortex
priority journal
surface area
temporal lobe
transformed migraine
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