Domain generalization on medical imaging classification using episodic training with task augmentation.
Chenxin LiXin LinYijin MaoWei LinQi QiXinghao DingYue HuangDong LiangYizhou YuPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- medical imaging
- medical images
- x ray
- medical image processing
- anatomical structures
- training set
- image registration
- pattern recognition
- imaging modalities
- supervised learning
- image processing and analysis
- image analysis
- magnetic resonance images
- medical image analysis
- magnetic resonance imaging
- shape analysis
- image segmentation
- image guided
- remote sensing
- support vector
- computed tomography
- training samples
- clinical practice
- ct images
- image processing
- medical image segmentation
- image guided surgery
- machine learning
- support vector machine
- volumetric data
- feature extraction
- neural network
- biomedical engineering
- computer vision and image processing
- surface registration
- computer aided diagnosis
- high quality
- three dimensional
- biomedical imaging
- data mining