Deep Semi-Supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection.
Zhizhong ChaiLuyang LuoHuangjing LinHao ChenAnjia HanPheng-Ann HengPublished in: ISBI (2022)
Keyphrases
- metric learning
- semi supervised
- cervical cancer
- semi supervised clustering
- distance metric learning
- semi supervised learning
- computer aided diagnosis
- pairwise
- labeled data
- unlabeled data
- unsupervised learning
- supervised learning
- active learning
- semi supervised classification
- pairwise constraints
- mahalanobis metric
- manifold learning
- distance metric
- fully supervised
- primal dual
- early detection
- loss function
- weakly supervised
- data sets
- medical images
- dimensionality reduction
- image analysis
- feature extraction
- machine learning