A Framework for Exploring Non-Linear Functional Connectivity and Causality in the Human Brain: Mutual Connectivity Analysis (MCA) of Resting-State Functional MRI with Convergent Cross-Mapping and Non-Metric Clustering.
Axel WismüllerXixi WangAdora M. DSouzaMahesh B. NagarajanPublished in: CoRR (2014)
Keyphrases
- human brain
- resting state
- functional connectivity
- brain regions
- functional magnetic resonance imaging
- brain activity
- diffusion tensor imaging
- healthy subjects
- information processing
- brain imaging
- white matter
- activation detection
- brain connectivity
- granger causality
- functional brain
- cognitive states
- brain images
- pattern classification
- k means
- clustering method
- data analysis
- basal ganglia
- high dimensional