Mesh-Based 3D Motion Tracking in Cardiac MRI Using Deep Learning.
Qingjie MengWenjia BaiTianrui LiuDeclan P. O'ReganDaniel RueckertPublished in: MICCAI (6) (2022)
Keyphrases
- deep learning
- cardiac mri
- unsupervised learning
- particle filter
- physiological parameters
- machine learning
- motion estimation
- mean shift
- three dimensional
- image sequences
- weakly supervised
- left ventricular
- motion model
- motion analysis
- appearance model
- magnetic resonance images
- mental models
- data sets
- ground truth
- optical flow
- multiscale
- point correspondences