Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images.
Faisal MahmoodDaniel BordersRichard J. ChenGregory N. McKayKevan J. SalimianAlexander S. BarasNicholas J. DurrPublished in: CoRR (2018)
Keyphrases
- histopathology images
- medical images
- microscopic images
- segmentation method
- microscopy images
- image segmentation
- level set
- organ segmentation
- cell nuclei
- segmentation algorithm
- confocal images
- multiscale
- image regions
- white blood cells
- training process
- training examples
- edge detection
- multi agent
- quantitative analysis
- energy function
- image analysis
- neural network
- supervised learning
- training data
- microscope images
- fully unsupervised
- segmentation accuracy
- segmented images
- object segmentation
- shape prior
- graph cuts