Scalable robust graph and feature extraction for arbitrary vessel networks in large volumetric datasets.
Dominik DreesAaron ScherzingerRené HägerlingFriedemann KieferXiaoyi JiangPublished in: BMC Bioinform. (2021)
Keyphrases
- feature extraction
- small world
- three dimensional
- network analysis
- social networks
- graph theory
- discriminant analysis
- structured data
- network structure
- community discovery
- graph data
- graph structures
- dimensionality reduction
- principal component analysis
- feature vectors
- image processing
- feature selection
- overlapping communities
- betweenness centrality
- fully connected
- cross sectional
- graph mining algorithms
- graph representation
- graph model
- blood vessels
- community detection
- range data
- complex networks
- frequency domain
- shortest path
- random walk
- preprocessing