Anatomically-guided deep learning for left ventricle geometry generation with uncertainty quantification based on short-axis MR images.
Andre Von ZubenLuigi E. PerottiFelipe A. C. VianaPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- mr images
- short axis
- manual segmentation
- cardiac magnetic resonance
- long axis
- left ventricle
- mri data
- cardiac mr images
- magnetic resonance
- magnetic resonance images
- medical images
- left ventricular
- mri images
- brain tissue
- fully automated
- cardiac motion
- automatic segmentation
- image data
- fully automatic
- pre operative
- three dimensional
- heart motion
- brain tumors
- seed points
- subject specific
- pattern recognition
- motion tracking
- anatomical structures
- gold standard
- magnetic resonance imaging
- ground truth