Breast cancer histology images classification: Training from scratch or transfer learning?
Shallu SharmaRajesh MehraPublished in: ICT Express (2018)
Keyphrases
- breast cancer
- transfer learning
- mammogram images
- breast cancer diagnosis
- benign and malignant
- bladder cancer
- breast tissue
- diagnosis of breast cancer
- text classification
- mammographic images
- computer aided detection
- machine learning
- labeled data
- training set
- logistic regression
- classification accuracy
- object recognition
- microcalcification clusters
- training samples
- input image
- supervised learning
- machine learning algorithms
- computer aided diagnosis
- early detection of breast cancer
- image analysis
- information retrieval
- active learning
- computer aided
- class labels
- data sets
- feature extraction
- support vector
- cross domain
- recommender systems
- target domain
- feature vectors
- digital mammograms
- reinforcement learning
- training data
- unlabeled data
- decision trees
- learning algorithm
- text categorization
- training examples