Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation.
Andrew GilbertMaciej MarciniakCristóbal RoderoPablo LamataEigil SamsetKristin McLeodPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- labeled data
- semi supervised learning
- unlabeled data
- semi supervised
- training data
- text classification
- active learning
- supervised learning
- prior knowledge
- medical images
- transfer learning
- class labels
- domain adaptation
- supervised learning algorithms
- learning algorithm
- data points
- labeling process
- learning models
- labeled examples
- fully supervised
- fully automatic
- labeled and unlabeled data
- semi supervised classification
- data sets
- learning tasks
- segmentation method
- machine learning algorithms
- learning environment
- label information
- image segmentation
- data mining