Comparative analysis of U-Net and TLMDB GAN for the cardiovascular segmentation of the ventricles in the heart.
Yongtao ZhangJianqin FengXiao GuoYande RenPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- comparative analysis
- segmentation algorithm
- segmentation method
- level set
- image segmentation
- brain mri
- echocardiographic images
- left ventricular
- cardiac mri
- multiscale
- semi quantitative
- region growing
- fully automatic
- cardiac magnetic resonance
- heart disease
- intensity variations
- heart rate
- segmentation accuracy
- medical images
- manual segmentation
- left ventricle
- object segmentation
- partial volume effects
- shape prior
- edge detection
- fully unsupervised
- brain images
- ultrasound images