Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease.
Danielle F. PaceAdrian V. DalcaTom BroschTal GevaAndrew J. PowellJürgen WeeseMehdi Hedjazi MoghariPolina GollandPublished in: DLMIA/ML-CDS@MICCAI (2018)
Keyphrases
- heart disease
- training data
- medical diagnosis
- medical images
- level set
- image segmentation
- segmentation method
- learning algorithm
- segmentation algorithm
- clinical decision support systems
- training set
- data sets
- training process
- test data
- decision trees
- supervised learning
- image data
- classification accuracy
- labeled data
- prior knowledge
- expert systems
- region growing
- multiscale
- database
- domain knowledge
- training examples
- database systems