A Deep Learning Network for Right Ventricle Segmentation in Short-Axis MRI.
Gongning LuoRan AnKuanquan WangSuyu DongHenggui ZhangPublished in: CinC (2016)
Keyphrases
- deep learning
- long axis
- cardiac mr images
- short axis
- mri images
- cardiac mri
- magnetic resonance imaging
- left ventricle
- medical images
- cardiac magnetic resonance
- manual segmentation
- left ventricular
- tagged mri
- mri data
- fully automatic
- mr images
- magnetic resonance images
- unsupervised learning
- automatic segmentation
- machine learning
- medical imaging
- level set
- data mining
- anatomical structures
- weakly supervised
- segmentation algorithm
- fully automated
- image segmentation
- mental models
- energy function
- imaging modalities
- deformable models
- supervised learning
- image analysis
- multiscale
- image sequences
- region growing