Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities.
Xiangmin HanXiaoyan FeiJun WangTao ZhouShihui YingJun ShiDinggang ShenPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- computer aided diagnosis
- clustered microcalcifications
- computer aided
- medical images
- breast cancer
- feature selection
- lesion detection
- image analysis
- training data
- medical imaging
- learning algorithm
- cad systems
- decision trees
- lung nodules
- binary classification problems
- digital mammography
- support vector machine
- early diagnosis
- supervised learning
- semi supervised
- cervical cancer
- feature space
- training samples
- training set
- ct scans
- machine learning
- organ segmentation
- neural network
- decision boundary
- support vector
- data sets
- minority class
- class distribution
- class labels
- pairwise