Deep Active Learning for Left Ventricle Segmentation in Echocardiography.
Eman AlajramiPreshen NaidooJevgeni JevsikovElisabeth S. LaneJamie PordoyNasim Dadashi SerejNeda AzarmehrFateme DinmohammadiMatthew J. Shun-ShinDarrel P. FrancisMassoud ZolgharniPublished in: FIMH (2023)
Keyphrases
- active learning
- random sampling
- learning algorithm
- semi supervised
- machine learning
- selective sampling
- supervised learning
- annotation effort
- batch mode
- left ventricle
- motion analysis
- training examples
- training set
- labeled data
- learning strategies
- belief nets
- batch mode active learning
- pool based active learning
- imbalanced data classification
- unlabeled data
- semi supervised learning
- learning process
- pairwise
- relevance feedback
- multi class
- support vector machine
- rare class
- e learning
- feature selection
- database