Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study.
Rajendran NirthikaSiyamalan ManivannanAmirthalingam RamananRuixuan WangPublished in: Neural Comput. Appl. (2022)
Keyphrases
- medical image analysis
- convolutional neural networks
- medical images
- deformable models
- medical imaging
- convolutional network
- image registration
- medical image data
- image analysis
- anatomical structures
- magnetic resonance images
- imaging modalities
- computer vision and pattern recognition
- medical image segmentation
- brain mr images
- surface registration
- shape modeling
- visual programming environment
- digital image analysis
- registration framework
- brain tumors
- cerebral cortex
- atlas construction
- clinical applications
- model fitting
- brain structures
- image classification
- multiresolution
- image sequences