Cross comparison representation learning for semi-supervised segmentation of cellular nuclei in immunofluorescence staining.
Jianran RenJingyi ChePeicong GongXiaojun WangXiangning LiAnan LiChi XiaoPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- labeled and unlabeled data
- semi supervised
- unlabeled data
- labeled data
- semi supervised learning
- active learning
- supervised learning
- pairwise
- unsupervised learning
- parametric representation
- multiscale
- segmentation method
- fully automatic
- quantitative evaluation
- decision trees
- microscopy images
- learning algorithm
- learning process
- image analysis
- training set
- image segmentation
- region growing