Segmentation of Left Ventricle in 2D Echocardiography Using Deep Learning.
Neda AzarmehrXujiong YeStefania SacchiJames P. HowardDarrel P. FrancisMassoud ZolgharniPublished in: MIUA (2019)
Keyphrases
- left ventricle
- deep learning
- echocardiographic images
- fully automatic
- blood pool
- cardiac mr images
- long axis
- cardiac mri
- cardiac mr
- short axis
- anatomical knowledge
- image analysis
- wall motion
- cardiac magnetic resonance
- left ventricular
- ultrasound images
- cardiac imaging
- unsupervised learning
- heart wall
- semi automatic
- mental models
- machine learning
- image segmentation
- tagged mr images
- cardiac cycle
- weakly supervised
- heart motion
- segmentation algorithm
- level set
- multiscale
- shape prior
- medical images
- motion estimation
- video sequences
- computer vision