Efficient Echocardiogram View Classification with Sampling-Free Uncertainty Estimation.
Ang Nan GuChristina LuongMohammad H. JafariNathan Van WoudenbergHany GirgisPurang AbolmaesumiTeresa TsangPublished in: ASMUS@MICCAI (2021)
Keyphrases
- automatic classification
- pattern recognition
- pattern classification
- classification systems
- classification scheme
- support vector machine svm
- support vector machine
- statistical classification
- classification method
- monte carlo
- classification models
- decision trees
- machine learning
- density estimation
- classification algorithm
- decision rules
- training set
- computationally efficient
- feature extraction
- support vector
- preprocessing
- classification accuracy
- estimation algorithm
- training samples
- sampling algorithm
- multiple views
- benchmark datasets
- expectation maximization
- supervised learning
- multi class
- probability distribution
- feature vectors
- learning algorithm