Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences.
Li Kuo TanYih Miin LiewEinly LimRobert A. McLaughlinPublished in: Medical Image Anal. (2017)
Keyphrases
- short axis
- left ventricle
- convolutional neural network
- left ventricular
- cardiac magnetic resonance
- long axis
- cardiac motion
- manual segmentation
- mr images
- cardiac imaging
- cardiac mr images
- fully automatic
- mri images
- cardiac mri
- mri data
- wall thickness
- medical images
- face detection
- magnetic resonance
- wall motion
- tagged mri
- mr imaging
- fully automated
- image registration
- heart motion
- automatic segmentation
- image analysis
- magnetic resonance imaging
- semi automatic
- motion analysis
- neural network
- magnetic resonance images
- machine learning
- synthetic data
- brain tissue
- imaging modalities