Automated segmentation on the entire cardiac cycle using a deep learning work-flow.
Nicoló SavioliMiguel S. VieiraPablo LamataGiovanni MontanaPublished in: CoRR (2018)
Keyphrases
- deep learning
- automated segmentation
- manual segmentation
- automatic segmentation
- fully automated
- mr images
- ground truth
- gold standard
- magnetic resonance images
- anatomical structures
- machine learning
- medical images
- segmentation algorithm
- ct scans
- active shape model
- human experts
- patient specific
- motion estimation
- magnetic resonance
- shape model
- segmented images
- statistical shape model