Hyper-convolutions via implicit kernels for medical image analysis.
Tianyu MaAlan Q. WangAdrian V. DalcaMert R. SabuncuPublished in: Medical Image Anal. (2023)
Keyphrases
- medical image analysis
- medical images
- deformable models
- image registration
- medical imaging
- image analysis
- computer vision and pattern recognition
- imaging modalities
- anatomical structures
- convolution kernel
- medical image data
- surface registration
- kernel function
- brain mr images
- medical image segmentation
- registration framework
- magnetic resonance images
- fourier transform
- clinical applications
- linear combination
- shape modeling
- kernel methods
- cerebral cortex
- multiple kernel learning
- brain structures
- digital image analysis
- visual programming environment
- feature space
- active contours
- feature extraction
- image processing
- neural network