Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction.
Eric Z. ChenXiao ChenJingyuan LyuQi LiuZhongqi ZhangYu DingShuheng ZhangTerrence ChenJian XuShanhui SunPublished in: CoRR (2021)
Keyphrases
- deep learning
- functional analysis
- cardiac imaging
- magnetic resonance imaging
- mr imaging
- image reconstruction
- mr images
- heart motion
- left ventricle
- mri data
- magnetic resonance images
- medical images
- myocardial motion
- unsupervised learning
- mri images
- machine learning
- unsupervised feature learning
- left ventricular
- computer tomography
- three dimensional
- coronary artery
- short axis
- high resolution
- magnetic resonance
- medical imaging
- mental models
- beating heart
- cardiac motion
- wall motion
- fully automatic
- object detection
- cardiac cycle
- patient specific