Integration of Deep Learning and Graph Theory for Analyzing Histopathology Whole-slide Images.
Hyun JungChristian SulowayTianyi MiaoElijah F. EdmondsonDavid R. MorcockClaire DeleageYanling LiuJack R. CollinsCurtis LislePublished in: AIPR (2018)
Keyphrases
- graph theory
- deep learning
- input image
- image classification
- unsupervised learning
- graph theoretical
- image retrieval
- object recognition
- social network analysis
- test images
- complex networks
- image annotation
- image features
- segmentation method
- multiple images
- unsupervised feature learning
- feature extraction
- image regions
- keypoints
- simulated annealing
- high dimensional