Neural network-based left ventricle geometry prediction from CMR images with application in biomechanics.
Lukasz RomaszkoAgnieszka BorowskaAlan LazarusDavid DaltonColin BerryXiaoyu LuoDirk HusmeierHao GaoPublished in: Artif. Intell. Medicine (2021)
Keyphrases
- left ventricle
- short axis
- fully automatic
- long axis
- tagged mr images
- cardiac mr images
- three dimensional
- image analysis
- heart wall
- cardiac magnetic resonance
- left ventricular
- anatomical knowledge
- echocardiographic images
- image data
- wall motion
- blood pool
- manual segmentation
- cardiac motion
- multislice
- cardiac mr
- neural network
- mri images
- heart motion
- input image
- image registration
- ground truth
- semi automatic
- accurate segmentation
- fully automated
- magnetic resonance imaging
- feature points
- computer vision