Multi-Scale Factor Analysis of High-Dimensional Functional Connectivity in Brain Networks.
Chee-Ming TingHernando OmbaoSh-Hussain SallehAhmad Zubaidi Abdul LatifPublished in: IEEE Trans. Netw. Sci. Eng. (2020)
Keyphrases
- factor analysis
- functional connectivity
- brain connectivity
- high dimensional
- multiscale
- functional magnetic resonance imaging
- correlation analysis
- independent component analysis
- cluster analysis
- discriminant analysis
- regression analysis
- diffusion tensor imaging
- brain imaging
- brain regions
- matrix factorization
- multi channel
- high dimensional data
- statistical tests
- low dimensional
- resting state fmri
- working memory
- data points
- image processing
- brain activity
- edge detection
- feature space
- anisotropic diffusion
- dimensionality reduction
- image segmentation