An Improved 3D Deep Learning-Based Segmentation of Left Ventricular Myocardial Diseases from Delayed-Enhancement MRI with Inclusion and Classification Prior Information U-Net (ICPIU-Net).
Khawla BrahimTewodros Weldebirhan AregaArnaud BoucherStéphanie BricqAnis SaklyFabrice MériaudeauPublished in: Sensors (2022)
Keyphrases
- prior information
- left ventricular
- deep learning
- mri data
- phase contrast
- displacement field
- cardiac mr images
- long axis
- cardiac mri
- fully automatic
- wall motion
- short axis
- magnetic resonance imaging
- unsupervised learning
- left ventricle
- prior knowledge
- medical images
- machine learning
- pattern recognition
- tagged mri
- low contrast
- motion analysis
- magnetic resonance images
- decision trees
- motion tracking
- shape prior
- blood flow
- cardiac motion
- image processing
- mr images
- model selection
- feature space
- segmentation algorithm
- image registration
- coronary artery
- magnetic resonance
- carotid artery
- graph cuts
- supervised learning
- training set
- multiscale