Using synthetic data generation to train a cardiac motion tag tracking neural network.
Michael LoecherLuigi E. PerottiDaniel B. EnnisPublished in: Medical Image Anal. (2021)
Keyphrases
- cardiac motion
- data generation
- neural network
- subject specific
- heart motion
- beating heart
- magnetic resonance
- motion field
- left ventricular
- motion tracking
- active learning
- data streams
- pre operative
- dynamical model
- mr images
- co training
- intraoperative
- high throughput
- multi view
- image processing
- machine learning
- minimally invasive
- motion analysis
- motion compensation
- tracking error
- dynamical models
- feature selection