Frequency-Aware Summarization of Resting-State fMRI Data

Frequency-Aware Summarization of Resting-State fMRI Data

Many brain imaging modalities reveal interpretable patterns after the data dimensionality is reduced and summarized via data-driven approaches. In functional magnetic resonance imaging (fMRI) studies, such summarization is often achieved through independent component analysis (ICA). ICA transforms t...

Full description

Bibliographic Details
Main Authors: Maziar Yaesoubi, Rogers F. Silva, Armin Iraji, Vince D. Calhoun
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Systems Neuroscience
Subjects:
resting-state fMRI
time-frequency analysis
dimension reduction
canonical correlation analysis
independent component analysis
functional connectivity
Online Access:https://www.frontiersin.org/article/10.3389/fnsys.2020.00016/full

Internet

https://www.frontiersin.org/article/10.3389/fnsys.2020.00016/full

Similar Items