Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification.
Adarsh Bhandary PanamburHui YuSheethal BhatPrathmesh MadhuSiming BayerAndreas K. MaierPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- classification method
- classification accuracy
- decision rules
- support vector machine
- detection method
- significant improvement
- breast cancer diagnosis
- classification process
- support vector machine svm
- machine learning
- machine learning methods
- unsupervised learning
- data sets
- decision trees
- probabilistic model
- pattern recognition
- classification scheme
- classification algorithm
- preprocessing
- feature space
- pairwise
- feature vectors
- cross validation
- training set
- training samples
- feature extraction
- pattern classification
- benchmark data sets
- image registration
- classification rate
- accuracy rate
- computer aided detection
- classification procedure
- cost function