Fusion of handcrafted and deep transfer learning features to improve performance of breast lesion classification.
Meredith A. JonesHuong PhamTiancheng GaiBin ZhengPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- transfer learning
- classification accuracy
- feature vectors
- feature extraction
- feature set
- feature space
- text classification
- transfer knowledge
- machine learning
- knowledge transfer
- learning tasks
- breast tissue
- cross domain learning
- machine learning algorithms
- benign and malignant
- labeled data
- class labels
- multi task
- label information
- domain adaptation
- manifold alignment
- cross domain
- digital mammograms
- reinforcement learning
- learning algorithm
- semi supervised learning
- collaborative filtering
- supervised learning
- support vector machine
- feature selection
- text categorization
- unlabeled data
- dimensionality reduction
- semi supervised
- textural features
- pairwise
- training set
- object recognition
- decision trees
- cross domain text classification