WarpPINN: Cine-MR image registration with physics-informed neural networks.
Pablo Arratia LópezHernán MellaSergio UribeDaniel E. HurtadoFrancisco Sahli CostabalPublished in: CoRR (2022)
Keyphrases
- image registration
- neural network
- magnetic resonance
- mr images
- nonrigid registration
- mutual information
- mr imaging
- cardiac mr
- image pairs
- image processing
- medical imaging
- affine transformation
- pattern recognition
- medical image analysis
- coarse to fine
- registration accuracy
- cardiac imaging
- fuzzy logic
- back propagation
- genetic algorithm
- artificial intelligence
- medical image registration
- image matching
- multi modality
- computer science
- computer vision
- image analysis
- soft tissue
- image alignment
- deformation field
- registration errors
- artificial neural networks
- deformable registration
- registration process
- computed tomography
- multilayer perceptron
- atlas construction
- medical images