Active learning for left ventricle segmentation in echocardiography.
Eman AlajramiTiffany NgJevgeni JevsikovPreshen NaidooPatricia FernandesNeda AzarmehrFateme DinmohammadiMatthew J. Shun-ShinNasim Dadashi SerejDarrel P. FrancisMassoud ZolgharniPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- active learning
- left ventricle
- training set
- learning strategies
- semi supervised
- training examples
- learning algorithm
- machine learning
- selective sampling
- random sampling
- motion analysis
- relevance feedback
- labeled data
- pool based active learning
- experimental design
- semi supervised learning
- supervised learning
- unlabeled data
- cardiac imaging
- batch mode active learning
- image segmentation
- data mining
- annotation effort
- active learning strategies
- sample selection
- training data
- reinforcement learning
- image analysis
- cost sensitive
- learning process
- image reconstruction
- online learning