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: ICCV (2023)
Keyphrases
- magnetic resonance imaging
- deformable models
- medical images
- mri data
- cardiac imaging
- beating heart
- long axis
- shape reconstruction
- left ventricular
- left ventricle
- magnetic resonance images
- medical image analysis
- medical imaging
- mri images
- short axis
- wall motion
- cardiac motion
- mr images
- anatomical structures
- shape prior
- shape from shading
- magnetic resonance
- imaging modalities
- photometric stereo
- clinical applications
- image segmentation
- carotid artery
- positron emission tomography
- fully automatic
- minimally invasive
- image analysis
- machine learning
- surface normals