Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging.
Elisabeth HoppeJens WetzlSeung Su YoonMario BacherPhilipp RoserBernhard StimpelAlexander PreuhsAndreas MaierPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- magnetic resonance imaging
- deep learning
- long axis
- cardiac imaging
- beating heart
- tagged mri
- mri data
- medical images
- magnetic resonance images
- high temporal resolution
- medical imaging
- cardiac motion
- machine learning
- unsupervised learning
- mri images
- heart motion
- mental models
- left ventricle
- weakly supervised
- left ventricular
- motion tracking
- three dimensional
- single photon emission computed tomography
- ecg signals
- motion analysis
- deformable models
- expectation maximization
- motion estimation
- multiscale
- image processing
- feature selection