Singular Spectrum Analysis and Adaptive Filtering Enhance the Functional connectivity Analysis of resting State fMRI Data.
Paolo PiaggiDanilo MenicucciClaudio GentiliGiacomo HandjarasAngelo GemignaniAlberto LandiPublished in: Int. J. Neural Syst. (2014)
Keyphrases
- adaptive filtering
- resting state
- functional connectivity
- activation detection
- brain activity
- healthy subjects
- singular spectrum analysis
- brain connectivity
- complex valued
- denoising
- functional magnetic resonance imaging
- change point detection
- support vector regression
- brain regions
- functional brain
- filtering method
- brain computer interface
- motion correction
- speech signal
- pattern recognition
- diffusion tensor imaging
- correlation analysis
- face recognition
- motion estimation
- image analysis
- data preprocessing