Designing lightweight deep learning models for echocardiography view classification.
Hooman VaseliZhibin LiaoAmir H. AbdiHany GirgisDelaram BehnamiChristina LuongFatemeh Taheri DezakiNeeraj DhungelRobert RohlingKen GinPurang AbolmaesumiTeresa TsangPublished in: Medical Imaging: Image-Guided Procedures (2019)
Keyphrases
- lightweight
- learning models
- classification models
- machine learning
- machine learning algorithms
- machine learning models
- decision trees
- loss function
- support vector machine
- learning tasks
- support vector machine svm
- class labels
- text classification
- classification accuracy
- learning problems
- rfid tags
- feature extraction
- learning algorithm
- conditional random fields
- development environments
- semi supervised learning
- image classification
- supervised learning
- training set
- support vector
- dimension reduction
- feature space
- pattern recognition
- training data
- e learning