Fully automated myocardial strain estimation from cine MRI using convolutional neural networks.
Esther Puyol-AntónBram RuijsinkWenjia BaiHélène LangetMathieu De CraeneJulia A. SchnabelPaolo PiroAndrew P. KingMatthew SinclairPublished in: ISBI (2018)
Keyphrases
- fully automated
- manual segmentation
- short axis
- convolutional neural networks
- fully automatic
- left ventricle
- left ventricular
- mri data
- mr images
- semi automated
- mri images
- myocardial motion
- automated segmentation
- completely automated
- cardiac mr
- magnetic resonance
- carotid artery
- magnetic resonance imaging
- labor intensive
- convolutional network
- healthy volunteers
- magnetic resonance images
- phase contrast
- semi automatic
- myocardial perfusion
- cardiac motion
- tagged mr
- accurate segmentation
- tagged mri
- mr imaging
- white matter
- motion analysis
- high resolution
- wall motion
- spect images
- image segmentation
- cardiac imaging
- medical images
- multiscale