Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM.
Dongqing ZhangIlknur IckeBelma DogdasSarayu ParimalSmita SampathJoseph ForbesAnsuman BagchiChih-Liang ChinAntong ChenPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- left ventricle
- cardiac magnetic resonance
- convolutional neural networks
- short axis
- mr images
- long axis
- cardiac mr images
- manual segmentation
- fully automatic
- blood pool
- left ventricular
- cardiac mri
- wall thickness
- cardiac mr
- mri data
- accurate segmentation
- wall motion
- magnetic resonance
- medical images
- cardiac imaging
- mri images
- magnetic resonance images
- image analysis
- cardiac motion
- heart motion
- cardiac cycle
- brain tumors
- partial volume
- contrast enhanced
- image processing
- fully automated
- mr imaging
- semi automatic
- magnetic resonance imaging
- prostate cancer
- image segmentation