Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks.
Victor IbañezPrzemyslaw SzostakQuincy WongKonstanty KorskiSamaneh Abbasi-SureshjaniAlvaro GomarizPublished in: CoRR (2024)
Keyphrases
- multiscale
- small world
- fully connected
- image representation
- social networks
- graph structure
- graph theory
- average degree
- multiresolution
- image processing
- dynamic networks
- connected components
- scale space
- natural images
- digital topology
- complex networks
- edge weights
- graph structures
- scale free
- directed edges
- power law
- graph representation
- wavelet transform
- sparse coding
- random walk
- graph model
- social graphs
- weighted graph
- overlapping communities
- edge detection
- directed graph
- network size
- neural network
- degree distribution
- clustering coefficient
- community discovery
- graphical models
- structured data
- random graphs
- path length
- superpixels
- graph mining
- network architecture