Motion Extraction of the Right Ventricle from 4D Cardiac Cine MRI Using A Deep Learning-Based Deformable Registration Framework.
Roshan Reddy UpendraS. M. Kamrul HasanRichard SimonBrian Jamison WentzSuzanne M. ShontzMichael S. SacksCristian A. LintePublished in: EMBC (2021)
Keyphrases
- deep learning
- registration framework
- mr images
- nonrigid registration
- medical image analysis
- deformable models
- left ventricle
- image registration
- medical images
- magnetic resonance
- unsupervised learning
- magnetic resonance images
- machine learning
- cardiac motion
- magnetic resonance imaging
- deformable registration
- image sequences
- optical flow
- motion analysis
- brain tumors
- b spline
- motion estimation
- mental models
- motion tracking
- motion field
- graph cuts
- clinical applications
- image data
- high resolution
- human brain
- fully automatic
- medical imaging
- video sequences