TVnet: Automated Time-Resolved Tracking of the Tricuspid Valve Plane in MRI Long-Axis Cine Images with a Dual-Stage Deep Learning Pipeline.
Ricardo A. GonzalesJérôme LamyFelicia SeemannEinar HeibergJohn A. OnofreyDana C. PetersPublished in: MICCAI (6) (2021)
Keyphrases
- long axis
- left ventricle
- short axis
- left ventricular
- tagged mr images
- mri images
- deep learning
- magnetic resonance imaging
- tagged mri
- fully automatic
- cardiac motion
- manual segmentation
- mri data
- three dimensional
- motion analysis
- fully automated
- mr images
- motion tracking
- ground truth
- magnetic resonance images
- image analysis
- image data
- machine learning
- multiscale
- input image
- medical images
- unsupervised learning
- automatic segmentation
- object recognition
- semi automatic
- image registration
- mental models
- image sequences