Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering.
Axel WismüllerAnas Z. AbidinAdora M. D'SouzaXixi WangSusan K. HobbsLutz LeistritzMahesh B. NagarajanPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Keyphrases
- human brain
- white matter fiber tracts
- diffusion tensor imaging
- functional connectivity
- functional magnetic resonance imaging
- information processing
- brain regions
- white matter
- brain imaging
- clustering method
- clustering algorithm
- brain images
- basal ganglia
- cluster analysis
- computational model
- image data
- query processing
- healthy subjects
- k means
- granger causality
- functional brain
- mri data
- data analysis
- databases