Lesion classification in mammograms using convolutional neural networks and transfer learning.
Ana C. PerreLuís A. AlexandreLuís C. FreirePublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2019)
Keyphrases
- transfer learning
- convolutional neural networks
- text classification
- machine learning
- cross domain learning
- labeled data
- knowledge transfer
- cross domain
- learning tasks
- cross domain text classification
- label information
- supervised learning
- feature vectors
- machine learning algorithms
- semi supervised
- collaborative filtering
- feature extraction
- active learning
- structure learning
- class labels
- training set
- manifold alignment
- document classification
- unsupervised learning
- decision trees
- transferring knowledge
- feature selection
- breast tissue
- transfer knowledge
- prior knowledge
- domain adaptation
- neural network
- computer aided diagnosis
- target domain
- training data
- support vector
- feature space
- text categorization
- training samples
- semi supervised learning
- support vector machine