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Using classified text and deep learning algorithms to identify medical risk and provide early warning
Using classified text and deep learning algorithms to identify medical risk and provide early warning
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机译:使用分类文本和深度学习算法识别医疗风险并提供预警
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摘要
Deep learning is used to identify specific, potential risks of missed diagnosis for a patient and reporting the risk to healthcare provider. The system involves mining and using existing electronic health records for specific medical diagnosis to train one or more deep learning algorithms, and then examining the internal electronic health record of the patient with the trained algorithm, to generate a scored output that will enable a healthcare provider to be alerted to potential risks of a missed diagnosis.
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