Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis.
Bahareh MorovatiReza LashgariMojtaba HajihasaniHasti ShabaniPublished in: J. Digit. Imaging (2023)
Keyphrases
- support vector machine
- svm classifier
- feature vectors
- breast cancer diagnosis
- classification method
- support vector machine svm
- feature space
- support vector
- histopathology images
- feature selection
- machine learning
- training set
- feature set
- feature extraction
- classification accuracy
- extracted features
- unsupervised feature learning
- feature ranking
- benchmark datasets
- pattern recognition
- bayesian networks
- feature selection algorithms
- gabor filters
- feature subset
- preprocessing
- text classification
- image classification
- data points