MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images.
Ziyue WangYanjun PengDapeng LiYanfei GuoBin ZhangPublished in: Appl. Intell. (2022)
Keyphrases
- mri images
- short axis
- deep learning
- left ventricular
- mri data
- long axis
- cardiac mr images
- cardiac mri
- magnetic resonance imaging
- multiscale
- medical images
- left ventricle
- magnetic resonance images
- blood pool
- fully automatic
- brain tumors
- imaging modalities
- edge detection
- mr images
- brain tissue
- machine learning
- medical imaging
- unsupervised learning
- computer vision
- manual segmentation
- deformable models
- motion analysis
- natural images
- level set
- automatic segmentation
- pairwise
- region growing