Detection of Discriminative Neurological Circuits Using Hierarchical Graph Convolutional Networks in fMRI Sequences.
Xiaodan XingLili JinQinfeng LiLei ChenZhong XueZiwen PengFeng ShiDinggang ShenPublished in: UNSURE/GRAIL@MICCAI (2020)
Keyphrases
- selecting a small number
- average degree
- human brain
- graph theory
- detection algorithm
- hidden markov models
- detection method
- false positives
- edge weights
- spanning tree
- graph structures
- overlapping communities
- betweenness centrality
- complex networks
- activation detection
- pairwise
- high speed
- feature extraction
- degree distribution
- hierarchical model
- small world
- feature selection
- network analysis
- weighted graph
- object recognition
- bipartite graph
- social networks
- connected components
- network structure
- data analysis
- anomaly detection