Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks.
Li YuYi GuoYuanyuan WangJinhua YuPing ChenPublished in: IEEE Trans. Biomed. Eng. (2017)
Keyphrases
- left ventricle
- cardiac mr images
- echocardiographic images
- left ventricular
- cardiac mri
- fully automatic
- ultrasound images
- blood pool
- convolutional neural networks
- cardiac mr
- long axis
- short axis
- cardiac magnetic resonance
- heart motion
- wall motion
- anatomical knowledge
- image analysis
- volumetric data
- tagged mr images
- abnormality detection
- segmentation algorithm
- mri data
- cardiac motion
- heart wall
- motion tracking
- fully automated
- multiresolution
- medical images
- mr images
- motion analysis
- image segmentation
- deformable models
- shape model
- magnetic resonance imaging
- hypothesis testing
- manual segmentation