Convolutional neural networks for medical image analysis: State-of-the-art, comparisons, improvement and perspectives.
Hang YuLaurence T. YangQingchen ZhangDavid ArmstrongM. Jamal DeenPublished in: Neurocomputing (2021)
Keyphrases
- medical image analysis
- convolutional neural networks
- medical images
- deformable models
- image analysis
- anatomical structures
- image registration
- medical imaging
- medical image segmentation
- computer vision and pattern recognition
- imaging modalities
- visual programming environment
- convolutional network
- medical image data
- shape modeling
- brain mr images
- magnetic resonance images
- digital image analysis
- brain structures
- prostate cancer
- clinical applications
- surface registration
- model fitting
- cerebral cortex
- mr images
- image processing
- feature selection
- registration framework
- quantitative evaluation
- magnetic resonance imaging
- image sequences