Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging.
Meng YeDong YangMikael KanskiLeon AxelDimitris N. MetaxasPublished in: CoRR (2023)
Keyphrases
- magnetic resonance imaging
- deformable models
- medical images
- cardiac imaging
- beating heart
- mri data
- shape reconstruction
- long axis
- left ventricle
- left ventricular
- medical image analysis
- magnetic resonance images
- medical imaging
- mri images
- anatomical structures
- wall motion
- photometric stereo
- shape from shading
- shape prior
- magnetic resonance
- image analysis
- short axis
- cardiac motion
- mr images
- imaging modalities
- fully automatic
- carotid artery
- positron emission tomography
- image segmentation
- reconstruction method
- real objects
- pattern recognition
- video sequences
- image sequences
- d objects
- brain tissue