An automatic deep learning approach for coronary artery calcium segmentation.
Gianmarco SantiniDaniele Della LattaNicola MartiniGiuseppe ValvanoA. GoriAndrea RipoliC. L. SusiniLuigi LandiniDante ChiappinoPublished in: CoRR (2017)
Keyphrases
- deep learning
- coronary artery
- fully automatic
- image slices
- segmentation algorithm
- unsupervised feature learning
- intravascular ultrasound
- image segmentation
- unsupervised learning
- level set
- machine learning
- multiscale
- semi automatic
- image analysis
- computer aided
- shape prior
- segmentation method
- weakly supervised
- mental models
- pattern recognition
- test images
- pairwise
- left ventricular
- energy function
- training data
- active learning