Deep-Learning Estimation of Perfusion Kinetic Parameters in Contrast-Enhanced Ultrasound Imaging.
Enrico GrisanSevan HarputBernd RaffeinerUgo FioccoRoberto StramarePublished in: ISBI (2021)
Keyphrases
- deep learning
- contrast enhanced
- contrast agent
- parameter estimation
- mr images
- ultrasound images
- intraoperative
- carotid artery
- magnetic resonance
- nonrigid registration
- contrast enhancement
- computed tomography
- deformation field
- accurate registration
- mri data
- ct data
- maximum likelihood
- machine learning
- image registration
- pre operative
- heart disease
- ct images
- expectation maximization
- pattern recognition
- three dimensional
- feature selection