Stratified squamous epithelial biopsy image classifier using machine learning and neighborhood feature selection.
Archana A. NawandharNavin KumarVeena RLakshmi YamujalaPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- feature selection
- machine learning
- single image
- extracted features
- input image
- image data
- high resolution
- image retrieval
- mutual information
- feature set
- image analysis
- feature space
- segmentation method
- image content
- image classification
- image segmentation
- multiscale
- image features
- support vector machine
- decision trees
- edge detection
- feature extraction
- learning algorithm
- image regions
- microscopic images
- semi supervised learning
- feature ranking
- image representation
- text classification
- multi class
- model selection
- image quality
- test images
- feature subset
- pixel values
- data mining
- fold cross validation
- support vector
- adjacent pixels
- complementary features