Nuclei instance segmentation using a transformer-based graph convolutional network and contextual information augmentation.
Juan WangZetao ZhangMinghu WuYonggang YeSheng WangYe CaoHao YangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- contextual information
- context aware
- spatial context
- segmentation method
- convolutional network
- microscopy images
- cell nuclei
- convolutional neural networks
- segmentation algorithm
- high level
- level set
- contextual knowledge
- image segmentation
- contextual features
- global information
- appearance information
- mobile devices
- higher order
- energy function
- case based reasoning
- coarse to fine
- multiresolution
- contextual factors
- image analysis
- feature extraction