Exploring the influence of attention for whole-image mammogram classification.
Marc BerghouseGeorge BebisAlireza TavakkoliPublished in: Image Vis. Comput. (2024)
Keyphrases
- image classification
- multiscale
- image features
- single image
- image analysis
- image feature extraction
- image representation
- image data
- image segmentation
- digital mammograms
- low level
- machine learning
- input image
- template matching
- preprocessing stage
- image retrieval
- pixel values
- support vector machine svm
- feature extraction
- extracted features
- region of interest
- image content
- classification method
- text classification
- pattern recognition
- similarity measure
- support vector
- image quality
- image collections
- feature representation
- class specific
- thematic mapper
- digitized mammograms
- extracting features
- segmentation method
- segmentation algorithm
- support vector machine
- feature vectors
- classification accuracy