Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks.
Joshua V. StoughSushravya RaghunathXiaoyan ZhangJohn M. PfeiferBrandon K. FornwaltChristopher M. HaggertyPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- left ventricular
- cardiac mr images
- left ventricle
- cardiac mri
- convolutional neural networks
- long axis
- short axis
- fully automatic
- motion analysis
- cardiac cycle
- mri data
- image analysis
- motion tracking
- cardiac motion
- level set
- displacement field
- segmentation algorithm
- mri images
- image segmentation
- abnormality detection
- medical imaging
- multiscale
- image sequences