Deep metric learning for otitis media classification.
Josefine Vilsbøll SundgaardJames Michael HartePeter BraySøren LaugesenYosuke KamideChiemi TanakaRasmus R. PaulsenAnders Nymark ChristensenPublished in: Medical Image Anal. (2021)
Keyphrases
- metric learning
- distance metric learning
- nearest neighbor classification
- distance metric
- margin maximization
- pattern recognition
- machine learning and pattern recognition
- feature space
- image classification
- learning tasks
- feature extraction
- decision trees
- machine learning
- distance function
- classification accuracy
- fully supervised
- multi task
- dimensionality reduction
- feature vectors
- support vector
- semi supervised
- domain knowledge
- training set
- mahalanobis metric
- gender classification
- neural network
- subject to linear constraints
- euclidean distance
- unlabeled data
- labeled data
- model selection
- text classification
- supervised learning
- nearest neighbor
- support vector machine
- similarity measure