Contrastive and uncertainty-aware nuclei segmentation and classification.
Wenxi LiuQing ZhangQi LiShu WangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- segmentation method
- microscopic images
- image segmentation
- image classification
- machine learning
- statistical classification
- decision rules
- classification method
- pixel classification
- text classification
- pattern recognition
- multiscale
- decision trees
- microscopy images
- features extraction
- feature extraction and classification
- classification scheme
- feature selection
- level set
- classification accuracy
- feature vectors
- segmentation algorithm
- fully automatic
- shape prior
- automatic classification
- support vector machine svm
- x ray
- lung nodules
- cell nuclei
- training set
- image processing