Automated Scar Segmentation From Cardiac Magnetic Resonance-Late Gadolinium Enhancement Images Using a Deep-Learning Approach.
Sara MocciaRiccardo BanaliChiara MartiniGiuseppe MuscogiuriGianluca PontoneMauro PepiEnrico G. CaianiPublished in: CinC (2018)
Keyphrases
- cardiac magnetic resonance
- deep learning
- mr images
- manual segmentation
- segmented images
- magnetic resonance
- segmentation method
- fully automated
- automatic segmentation
- left ventricle
- segmentation algorithm
- magnetic resonance images
- image analysis
- level set
- fully automatic
- test images
- input image
- ground truth
- three dimensional
- short axis
- object recognition
- medical images
- image regions
- anatomical structures
- object segmentation
- machine learning
- unsupervised learning
- graph cuts
- dimensionality reduction
- image registration
- image segmentation