Performance of Machine Learning Classification in Mammography Images using BI-RADS.
Malitha GunawardhanaNorbert ZolekPublished in: CoRR (2023)
Keyphrases
- machine learning
- image classification
- pattern recognition
- input image
- image data
- image features
- image registration
- image database
- support vector machine
- three dimensional
- object recognition
- classification accuracy
- text classification
- preprocessing stage
- machine learning algorithms
- image collections
- computer vision
- machine learning methods
- segmentation method
- ground truth
- image analysis
- supervised classification
- hyperspectral images
- supervised machine learning
- business intelligence
- extracted features
- image retrieval
- feature selection
- image matching
- image set
- computer aided
- digital mammograms
- pigmented skin lesions
- class labels
- model selection
- edge detection
- feature vectors
- feature extraction
- decision trees
- image processing
- test images
- feature set
- active learning
- training set
- multiscale
- mammographic images