Deep Metric Learning for Transparent Classification of Covid-19 X-Ray Images.
Salvatore CalderaroGiosuè Lo BoscoRiccardo RizzoFilippo VellaPublished in: SITIS (2022)
Keyphrases
- metric learning
- x ray images
- distance metric learning
- x ray
- nearest neighbor classification
- lung nodules
- margin maximization
- feature space
- machine learning and pattern recognition
- image classification
- distance metric
- medical images
- feature vectors
- classification accuracy
- pattern recognition
- dimensionality reduction
- machine learning
- feature extraction
- decision trees
- text classification
- distance function
- learning tasks
- pairwise
- support vector
- feature selection
- data mining
- machine learning algorithms
- high dimensional
- single view
- support vector machine
- kernel learning
- fracture detection
- query processing