Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training.
Shu ZhangZihao LiHong-Yu ZhouJiechao MaYizhou YuPublished in: CoRR (2022)
Keyphrases
- medical image analysis
- medical images
- deformable models
- supervised learning
- image registration
- medical imaging
- image analysis
- medical image data
- computer vision and pattern recognition
- anatomical structures
- imaging modalities
- supervised training
- semi supervised
- medical image segmentation
- brain mr images
- magnetic resonance images
- training examples
- shape modeling
- unsupervised learning
- clinical applications
- feature selection
- brain structures
- visual programming environment
- cerebral cortex
- learning algorithm
- surface registration
- training phase
- training process
- active learning
- x ray images
- supervised methods
- remote sensing
- registration framework
- training set
- three dimensional
- image processing