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A survey on incorporating domain knowledge into deep learning for medical image analysis.
Xiaozheng Xie
Jianwei Niu
Xuefeng Liu
Zhengsu Chen
Shaojie Tang
Shui Yu
Published in:
Medical Image Anal. (2021)
Keyphrases
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medical image analysis
deep learning
domain knowledge
medical images
deformable models
image registration
image analysis
unsupervised learning
unsupervised feature learning
anatomical structures
medical imaging
machine learning
visual programming environment
weakly supervised
magnetic resonance images
mental models
knowledge sources
multiscale
segmentation algorithm
x ray
expectation maximization
training data
feature extraction