Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Normal Controls With Subnetwork Selection and Graph Kernel Principal Component Analysis Based on Minimum Spanning Tree Brain Functional Network.
Xiaohong CuiJie XiangHao GuoGuimei YinHuijun ZhangFangpeng LanJunjie ChenPublished in: Frontiers Comput. Neurosci. (2018)
Keyphrases
- normal controls
- minimum spanning tree
- mild cognitive impairment
- spanning tree
- high degree of accuracy
- brain images
- brain connectivity
- mr imaging
- weighted graph
- functional magnetic resonance imaging
- early diagnosis
- eeg data
- brain regions
- functional connectivity
- clinical trials
- classification method
- early detection
- human brain
- mri data
- network structure
- machine learning
- magnetic resonance
- computer aided
- medical images
- image processing
- computer vision