Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound.
Xin YangHaoming LiYi WangXiaowen LiangChaoyu ChenXu ZhouFengyi ZengJinghui FangAlejandro FrangiZhiyi ChenDong NiPublished in: Medical Image Anal. (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- segmentation algorithm
- machine learning
- manifold regularization
- image segmentation
- medical images
- level set
- label propagation
- transfer learning
- co training
- active learning
- training data
- segmentation method
- improve the classification accuracy
- semi supervised learning algorithms
- regularization framework
- labeled and unlabeled data
- graph based semi supervised learning
- learning models
- data points
- metric learning
- graph construction
- unlabeled samples
- object segmentation
- sentiment analysis
- semi supervised learning methods
- clustering algorithm