Robust Image-Based Estimation of Cardiac Tissue Parameters and Their Uncertainty from Noisy Data.
Dominik NeumannTommaso MansiBogdan GeorgescuAli KamenElham KayvanpourAli AmrFarbod Sedaghat-HamedaniJan HaasHugo A. KatusBenjamin MederJoachim HorneggerDorin ComaniciuPublished in: MICCAI (2) (2014)
Keyphrases
- noisy data
- intrinsic dimensionality
- parameter estimation
- robust estimation
- maximum likelihood estimation
- myocardial motion
- missing data
- input data
- noise tolerant
- image analysis
- three dimensional
- learning from noisy data
- missing values
- computer vision
- high dimensional
- noise free
- maximum likelihood
- robust optimization
- magnetic resonance images
- high dimensionality
- patient specific
- image data
- feature selection