Multi-Source Transfer Learning Via Multi-Kernel Support Vector Machine Plus for B-Mode Ultrasound-Based Computer-Aided Diagnosis of Liver Cancers.
Huili ZhangLehang GuoDan WangJun WangLili BaoShihui YingHuixiong XuJun ShiPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- transfer learning
- multi source
- computer aided diagnosis
- breast cancer
- support vector machine
- early diagnosis
- multiple kernel learning
- data fusion
- machine learning
- computer aided
- learning tasks
- knowledge transfer
- multi task
- medical images
- logistic regression
- semi supervised learning
- multiple sources
- multi class
- reinforcement learning
- labeled data
- cross domain
- kernel function
- training data
- svm classifier
- support vector
- data integration
- text classification
- text categorization
- medical imaging
- image analysis
- domain adaptation
- k nearest neighbor
- collaborative filtering
- feature selection
- kernel methods
- data sources
- learning algorithm
- feature space
- machine learning algorithms
- information retrieval
- training set
- unlabeled data
- active learning
- feature vectors
- target domain
- computer vision
- support vectors
- data sets