Surface-based single-subject morphological brain networks: Effects of morphological index, brain parcellation and similarity measure, sample size-varying stability and test-retest reliability.
Yinzhi LiNingkai WangHao WangYating LvQihong ZouJinhui WangPublished in: NeuroImage (2021)
Keyphrases
- sample size
- similarity measure
- human brain
- cerebral cortex
- statistical hypothesis testing
- cortical surface
- statistical tests
- random sampling
- experimental design
- cortical regions
- model selection
- functional magnetic resonance imaging
- covariance matrix
- brain images
- small sample size
- pac learning
- variance reduction
- statistical power
- cortical thickness
- small samples
- progressive sampling
- generalization error
- machine learning
- white matter
- worst case
- upper bound
- pairwise
- caudate nucleus
- diffusion tensor images
- number of training samples
- small sample
- vc dimension
- confidence intervals
- monte carlo