ResDUnet: A Deep Learning-Based Left Ventricle Segmentation Method for Echocardiography.
Alyaa AmerXujiong YeFaraz JananPublished in: IEEE Access (2021)
Keyphrases
- segmentation method
- deep learning
- left ventricle
- fully automatic
- echocardiographic images
- unsupervised learning
- image segmentation
- machine learning
- region growing
- object segmentation
- image analysis
- left ventricular
- energy function
- active contours
- segmentation algorithm
- cardiac imaging
- cardiac cycle
- shape prior
- superpixels
- segmented images
- segmentation result
- mri data
- edge detection
- computer vision