Functional Connectivity-Based Parcellation of the Thalamus: An Unsupervised Clustering Method and Its Validity Investigation.
Yang FanLisa D. H. NickersonHuanjie LiYajun MaBingjiang LyuXinyuan MiaoYan ZhuoJianqiao GeQihong ZouJia-Hong GaoPublished in: Brain Connect. (2015)
Keyphrases
- clustering method
- functional magnetic resonance imaging
- functional connectivity
- human brain
- unsupervised clustering
- data analysis
- pattern classification
- cluster analysis
- clustering algorithm
- human subjects
- hierarchical clustering
- spectral clustering
- brain activity
- brain regions
- correlation analysis
- fuzzy c means
- high dimensional
- diffusion tensor imaging
- k means
- magnetic resonance images
- white matter
- spatial correlation
- unsupervised learning
- clustering result
- brain images
- dissimilarity measure
- supervised learning
- similarity measure
- affinity propagation
- pattern recognition
- multi channel
- information processing
- inter subject
- machine learning
- activation detection