Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation.
Xuanang XuThomas SanfordBaris TurkbeySheng XuBradford J. WoodPingkun YanPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- semi supervised learning
- ultrasound images
- semi supervised
- unlabeled data
- labeled data
- image segmentation
- semi supervised classification
- manifold regularization
- supervised learning
- unsupervised learning
- co training
- medical images
- segmentation algorithm
- level set
- machine learning
- segmentation method
- active learning
- label propagation
- training data
- shape prior
- prostate segmentation
- region growing
- learning models
- object segmentation
- energy function
- transfer learning
- data sets
- labeled and unlabeled data
- training examples
- edge detection
- graph construction
- graph based semi supervised learning
- multi view learning
- semi supervised learning algorithms
- pairwise
- learning algorithm
- transrectal ultrasound