Image-based clustering and connected component labeling for rapid automated left and right ventricular endocardial volume extraction and segmentation in full cardiac cycle multi-frame MRI images of cardiac patients.
Ayush GoyalPublished in: Medical Biol. Eng. Comput. (2019)
Keyphrases
- left ventricle
- cardiac cycle
- mri images
- short axis
- mri data
- fully automatic
- left ventricular
- fully automated
- magnetic resonance imaging
- medical images
- magnetic resonance images
- cardiac motion
- patient specific
- manual segmentation
- mr images
- imaging modalities
- semi automatic
- brain tumors
- image analysis
- medical data
- low contrast
- binary images
- brain tissue
- white matter
- computer vision
- medical imaging
- synthetic data
- high quality
- motion estimation
- computer aided
- image segmentation
- image processing
- image sequences
- medical image analysis
- connected components
- level set