Nuclei segmentation in histopathology images using deep neural networks.
Peter NaylorMarick LaeFabien ReyalThomas WalterPublished in: ISBI (2017)
Keyphrases
- histopathology images
- neural network
- microscopic images
- segmentation method
- microscopy images
- image segmentation
- multiscale
- cell nuclei
- segmentation algorithm
- region growing
- white blood cells
- level set
- fully automatic
- medical images
- pattern recognition
- artificial neural networks
- confocal images
- fully unsupervised
- segmentation accuracy
- image analysis
- quantitative evaluation
- feed forward
- connectionist models
- grey level
- object segmentation
- shape prior
- recurrent neural networks
- fuzzy logic
- ground truth
- image sequences
- computer vision