A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images.
Xulei YangGabriel TjioFeng YangJie DingSenthil KumarShuang LengXiaodan ZhaoRu San TanLiang ZhongYi SuPublished in: EMBC (2019)
Keyphrases
- multi channel
- deep learning
- left ventricular
- short axis
- left ventricle
- fully automatic
- mri data
- mri images
- motion tracking
- motion analysis
- manual segmentation
- image analysis
- unsupervised learning
- segmentation algorithm
- automatic segmentation
- level set
- mr images
- machine learning
- ground truth
- image segmentation
- medical images
- shape prior
- displacement field
- segmentation method
- weakly supervised
- decision support system
- multiresolution