WarpPINN: Cine-MR image registration with physics-informed neural networks.
Pablo Arratia LópezHernán MellaSergio UribeDaniel E. HurtadoFrancisco Sahli CostabalPublished in: Medical Image Anal. (2023)
Keyphrases
- image registration
- neural network
- magnetic resonance
- mr images
- nonrigid registration
- mr imaging
- mutual information
- cardiac mr
- pattern recognition
- image alignment
- medical imaging
- medical image analysis
- affine transformation
- medical image registration
- coarse to fine
- computer science
- image processing
- image pairs
- image analysis
- fuzzy logic
- soft tissue
- genetic algorithm
- multi modality
- neural network model
- image matching
- back propagation
- computer vision
- artificial intelligence
- cardiac imaging
- log polar
- deformation field
- displacement field
- registration accuracy
- registration errors
- registration process
- magnetic resonance images
- artificial neural networks
- brain tumors
- left ventricle
- multilayer perceptron