Doubly supervised parameter transfer classifier for diagnosis of breast cancer with imbalanced ultrasound imaging modalities.
Xiaoyan FeiShichong ZhouXiangmin HanJun WangShihui YingCai ChangWeijun ZhouJun ShiPublished in: Pattern Recognit. (2021)
Keyphrases
- imaging modalities
- diagnosis of breast cancer
- medical images
- computer aided diagnosis
- tissue characterization
- computer aided
- medical imaging
- low contrast
- breast cancer
- feature selection
- learning algorithm
- medical data
- medical image analysis
- training data
- image guided
- intraoperative
- decision trees
- machine learning
- clinical trials
- semi supervised
- radiographic images
- feature space
- magnetic resonance imaging
- ct images
- class imbalance
- computer assisted
- x ray
- anatomical structures
- minority class
- region of interest
- support vector
- neural network