Semi-supervised breast cancer pathology image segmentation based on fine-grained classification guidance.
Kai SunYuanjie ZhengXinbo YangXinyuan ChenWeikuan JiaPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- fine grained
- breast cancer
- breast cancer diagnosis
- bladder cancer
- mammogram images
- image segmentation
- semi supervised
- coarse grained
- computer aided detection
- microcalcification clusters
- benign and malignant
- diagnosis of breast cancer
- early detection
- breast tissue
- cancer datasets
- logistic regression
- computer aided diagnosis
- breast cancer patients
- supervised learning
- access control
- classification accuracy
- cad systems
- outcome prediction
- semi supervised learning
- mammographic images
- data lineage
- survival analysis
- machine learning
- feature space
- image processing
- decision trees
- image analysis
- markov random field
- cancer diagnosis
- graph cuts
- energy function