HSG-MGAF Net: Heterogeneous subgraph-guided multiscale graph attention fusion network for interpretable prediction of whole-slide image.
Meiyan LiangXing JiangJie CaoShupeng ZhangHaishun LiuBo LiLin WangCunlin ZhangXiaojun JiaPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- multiscale
- image representation
- image segmentation
- image data
- input image
- edge detection
- fusion method
- image analysis
- random walk
- single image
- image retrieval
- image fusion
- image features
- gaussian scale space
- affine invariant
- scale space
- image processing
- high resolution
- heterogeneous networks
- graph mining
- laplacian pyramid
- segmentation method
- coarse to fine
- directed graph
- keypoints
- segmentation algorithm
- natural images
- network structure
- information fusion
- image regions
- bipartite graph
- weighted graph
- wavelet coefficients
- graph databases
- structured data
- maximum weight
- image classification
- similarity graph