A cascade approach for automatic segmentation of cardiac structures in short-axis cine-MR images using deep neural networks.
Italo Francyles Santos da SilvaAristófanes Corrêa SilvaAnselmo Cardoso de PaivaMarcelo GattassPublished in: Expert Syst. Appl. (2022)
Keyphrases
- manual segmentation
- short axis
- automatic segmentation
- mr images
- cardiac magnetic resonance
- magnetic resonance
- accurate segmentation
- segmentation algorithm
- medical images
- magnetic resonance images
- cardiac motion
- brain tissue
- image data
- mri data
- ct data
- fully automated
- mr imaging
- nonrigid registration
- carotid artery
- gold standard
- brain images
- left ventricular
- heart motion