Self-supervised learning for medical image analysis using image context restoration.
Medical Image Analysis(2019)
摘要
•A novel self-supervised learning strategy called context restoration.•It improves the subsequent learning performance.•Its implementation is simple and straightforward.•It is useful for different types of subsequent tasks, including classification, detection, and segmentation.
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关键词
Self-supervised learning,Context restoration,Medical image analysis
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