Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.
Behzad BozorgtabarDwarikanath MahapatraHendrik von TengAlexander PollingerLukas EbnerJean-Philippe ThiranMauricio ReyesPublished in: CoRR (2019)
Keyphrases
- class labels
- multi class classification
- classification accuracy
- unsupervised learning
- class specific
- feature vectors
- machine learning
- pattern classification
- classification algorithm
- automatic classification
- classification scheme
- multi class
- intra class
- training set
- feature selection
- automatic segmentation
- small sample
- decision rules
- support vector machine svm
- training samples
- generative model
- image classification
- support vector machine
- feature space
- pattern recognition
- classification method
- classification models
- computed tomography
- class imbalance
- text classification
- lung nodules
- discriminative classifiers
- single class