Automatic Segmentation of Left Ventricular Myocardium by Deep Convolutional and De-convolutional Neural Networks.
XuLei YangLike GobeawanSi Yong YeoWai Teng TangZhenzhou WuYi SuPublished in: CinC (2016)
Keyphrases
- convolutional neural networks
- automatic segmentation
- left ventricular
- wall thickness
- convolutional network
- manual segmentation
- mri data
- segmentation algorithm
- motion analysis
- left ventricle
- short axis
- fully automatic
- motion tracking
- long axis
- accurate segmentation
- cardiac mr images
- spect images
- cardiac cycle
- ct data
- displacement field
- magnetic resonance imaging
- brain tissue
- image sequences
- mr images
- magnetic resonance images
- synthetic data
- graph cuts
- multiresolution
- image analysis