Evolutionary multi-objective meta-optimization of deformation and tissue removal parameters improves the performance of deformable image registration of pre- and post-surgery images.
Kleopatra PirpiniaPeter A. N. BosmanJan-Jakob SonkeMarcel van HerkTanja AlderliestenPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- deformable image registration
- deformable registration
- image registration
- evolutionary multi objective
- optimization algorithm
- material properties
- three dimensional
- image analysis
- image data
- brain tumors
- segmentation algorithm
- region of interest
- similarity metric
- shape variations
- edge detection
- multi objective genetic algorithm
- optimization method
- multi objective
- statistical shape model
- minimally invasive surgery
- surgical procedures
- tissue deformation
- optical flow
- registration framework
- multiple objectives
- b spline