Comparative analysis of active contour and convolutional neural network in rapid left-ventricle volume quantification using echocardiographic imaging.
Xiliang ZhuWei YangYu LuMing ZhaoKe YangShiqian WuHui ZhangKelvin Kian Loong WongPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- comparative analysis
- active contours
- left ventricle
- multislice
- convolutional neural network
- left ventricular
- cardiac motion
- heart motion
- fully automatic
- level set
- object boundaries
- active contour model
- image analysis
- face detection
- short axis
- image segmentation
- energy function
- high resolution
- shape prior
- segmentation method
- ct images
- energy functional
- level set method
- neural network
- motion analysis
- magnetic resonance images
- abnormality detection
- medical imaging
- shape model
- fully automated
- positron emission tomography
- medical images
- optical flow
- ultrasound images