Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach.
Lipeng XieYi SongQiang ChenPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- convolutional neural networks
- long axis
- short axis
- mri data
- fully automatic
- mri images
- magnetic resonance imaging
- cardiac mr images
- left ventricle
- manual segmentation
- left ventricular
- cardiac mri
- automatic segmentation
- semi automatic
- medical images
- magnetic resonance images
- cardiac magnetic resonance
- mr images
- imaging modalities
- brain tissue
- image analysis
- multiscale