Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging.
Martin SchillingChristina Unterberg-BuchwaldJoachim LotzMartin UeckerPublished in: CoRR (2023)
Keyphrases
- magnetic resonance imaging
- deep learning
- beating heart
- medical images
- long axis
- mri images
- medical imaging
- mri data
- cardiac imaging
- tagged mri
- positron emission tomography
- magnetic resonance images
- unsupervised learning
- cardiac motion
- carotid artery
- aortic valve
- patient specific
- left ventricular
- respiratory motion
- computer tomography
- machine learning
- image segmentation
- short axis
- segmentation algorithm
- level set
- partial volume
- anatomical structures
- motion compensation
- segmentation method
- magnetic resonance
- ct images
- mr images
- minimally invasive
- imaging modalities
- object segmentation
- shape prior
- image analysis
- multiscale
- three dimensional
- image processing