Generalizable Feature Learning in the Presence of Data Bias and Domain Class Imbalance with Application to Skin Lesion Classification.
Chris YoonGhassan HamarnehRafeef GarbiPublished in: MICCAI (4) (2019)
Keyphrases
- class imbalance
- training data
- data sets
- active learning
- pattern recognition
- data analysis
- learning process
- learning algorithm
- data points
- unsupervised learning
- supervised learning
- feature extraction
- prior knowledge
- input data
- image processing
- classification accuracy
- support vector machine
- image features
- small number
- feature vectors
- training samples
- high dimensional data
- data distribution
- class distribution
- skin lesion