Power spectral analysis can determine language laterality from resting-state functional MRI data in healthy controls.

Syed Rakin AhmedMehrnaz JenabiMadeleine N GeneRaquel MorenoKyung K PeckAndrei Holodny

Published in: Journal of neuroimaging : official journal of the American Society of Neuroimaging (2023)

The power spectra for BA revealed left language lateralization, which was not replicated in HM or V1. This work demonstrates the feasibility and validity of an ROI-based power spectra analysis on rsfMRI data for language lateralization.

Keyphrases

resting state
functional connectivity
autism spectrum disorder
magnetic resonance imaging
big data
electronic health record
computed tomography
machine learning
deep learning
data analysis