A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms.
Nagwan Abdel SameeAmel A. AlhussanVidan Fathi GhoneimGhada AtteiaReem AlkanhelMugahed A. Al-antariYasser M. KadahPublished in: Sensors (2022)
Keyphrases
- transfer learning
- breast tissue
- breast cancer
- breast cancer diagnosis
- mammographic images
- cad systems
- breast cancer detection
- learning tasks
- computer aided diagnosis
- digital mammograms
- knowledge transfer
- pectoral muscle
- logistic regression
- principal component analysis
- labeled data
- benign and malignant
- digitized mammograms
- reinforcement learning
- cross domain
- discriminating power
- mammogram images
- text classification
- machine learning
- collaborative filtering
- manifold alignment
- text categorization
- active learning
- feature extraction
- transfer knowledge
- computer aided
- textural features
- medical imaging
- learning algorithm
- cross domain learning
- feature space
- multi task
- dimensionality reduction
- face recognition
- unlabeled data
- transferring knowledge
- test set
- machine learning algorithms