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Topic: machine learning
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machine learning

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A 2022 study evaluated deep learning models and found the models could predict self-reported race from medical images with high performance: x-ray imaging area under the receiver operating characteristic curve (AUC) range 0.91–0.99, chest CT imaging AUC range 0.87–0.96, and mammography AUC 0.81.
January 01, 2022 high temporal
Performance quantification of deep learning models across multiple imaging modalities.
deep learning models x-ray chest CT mammography

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chest CT deep learning models mammography x-ray