Advancing 3D medical image analysis with variable dimension transform based supervised 3D pre-training.
Shu ZhangZihao LiHong-Yu ZhouJiechao MaYizhou YuPublished in: Neurocomputing (2023)
Keyphrases
- medical image analysis
- medical images
- deformable models
- medical imaging
- image registration
- image analysis
- supervised learning
- anatomical structures
- medical image data
- imaging modalities
- visual programming environment
- computer vision and pattern recognition
- supervised training
- training process
- medical image segmentation
- shape modeling
- clinical applications
- brain structures
- unsupervised learning
- semi supervised
- training set
- surface registration
- image segmentation
- machine learning
- training examples
- cerebral cortex
- training stage
- magnetic resonance images
- brain mr images
- feature selection