Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention.
Mihir SahasrabudheStergios ChristodoulidisRoberto SalgadoStefan MichielsSherene LoiFabrice AndréNikos ParagiosMaria VakalopoulouPublished in: CoRR (2020)
Keyphrases
- cell nuclei
- histopathological images
- low contrast
- automated analysis
- quantitative analysis
- microscopic images
- microscopy images
- automated detection
- segmentation method
- image analysis
- level set
- cancer diagnosis
- watershed transform
- quantitative evaluation
- region growing
- medical images
- white blood cells
- image segmentation
- nonrigid registration
- segmentation algorithm
- machine learning
- unsupervised segmentation
- mathematical morphology
- fully automatic
- active contours