Automatic two-chamber segmentation in cardiac CTA using 3D fully convolutional neural networks.
Yan YangOsama MasoudPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- fully automatic
- convolutional neural networks
- computed tomography angiography
- left ventricle
- cardiac mr images
- semi automatic
- cardiac motion estimation
- cardiac mri
- coronary artery
- fully automated
- segmentation algorithm
- segmentation method
- multiscale
- cardiac magnetic resonance
- energy function
- blood pool
- image segmentation
- convolutional network
- medical images
- left ventricular
- patient specific
- shape prior
- carotid artery
- wall motion
- edge detection
- mri data
- level set
- region growing
- long axis
- echocardiographic images
- low contrast