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The Method and System for Evaluating the Quality of Medical Image dataset for Machine Learning
The Method and System for Evaluating the Quality of Medical Image dataset for Machine Learning
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机译:用于评估机器学习的医学图像数据集质量的方法和系统
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摘要
The present invention relates to a method and a system for evaluating the quality of a medical image data set in order to check whether the medical image data is suitable for use in machine learning. Data normality; Learning suitability, which means the ratio of the labeled or labelable frames in the received data; And anatomical completeness, which means the ratio of the anatomical elements included in the received data with respect to the anatomical elements based on medical standards.
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