Multiple Attention Fully Convolutional Network For Automated Ventricle Segmentation in Cardiac Magnetic Resonance Imaging.
Tinghong ZhangAo LiMinghui WangXiaodong WuBensheng QiuPublished in: J. Medical Imaging Health Informatics (2019)
Keyphrases
- magnetic resonance imaging
- long axis
- medical images
- left ventricle
- mri data
- mri images
- medical imaging
- short axis
- cardiac imaging
- fully automatic
- tagged mri
- magnetic resonance images
- deformable models
- beating heart
- positron emission tomography
- breast mri
- left ventricular
- image analysis
- region of interest
- convolutional neural networks
- partial volume effects
- convolutional network
- patient specific
- lesion segmentation
- carotid artery
- diffusion tensor images
- level set
- single photon emission computed tomography
- imaging modalities
- computer tomography
- segmentation algorithm
- brain tumors
- computer vision
- shape prior
- mr images
- high resolution
- multiscale
- coronary artery
- anatomical structures
- coarse to fine