Heart segmentation in planning CT using 2.5D U-Net++ with attention gate.
João Otávio Bandeira DinizDomingos Alves Dias JúniorLuana Batista da CruzGiovanni Lucca França da SilvaJonnison Lima FerreiraDarlan Bruno Pontes QuintanilhaAristófanes Corrêa SilvaAnselmo Cardoso de PaivaM. GattasPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2023)
Keyphrases
- medical images
- segmentation algorithm
- medical imaging
- image segmentation
- brain mri
- segmentation method
- inter patient
- blood pool
- image analysis
- mri brain
- cardiac mri
- x ray
- left ventricle
- image slices
- computer tomography
- cardiac magnetic resonance
- white blood
- lymph nodes
- mri images
- ct scans
- ct images
- anatomical structures
- medical diagnosis
- heart disease
- left atrium
- echocardiographic images
- fully automatic
- level set
- image processing
- automatic segmentation
- magnetic resonance
- shape prior
- region growing
- ct volume
- multiscale
- three dimensional