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METHOD AND SYSTEM FOR GENERATING CLINICAL OPINION OF BLOOD SCREENING TEST

机译:生成血液筛选测试的临床意见的方法和系统

摘要

Provided is a method for generating an opinion of a blood screening test which can increase the efficiency and accuracy in generating an opinion of a test through machine learning. The method for generating a blood screening test comprises the steps of: receiving learning data including learning patient information, a learning test result, and a learning opinion sentence; generating standardized learning data by performing a first preprocessing operation on the learning data; generating a deep neural network based on the standardized learning data; receiving examination data including examination patient information and an examination test resu generating standardized examination data by performing a second preprocessing operation on the examination data; and generating an examination opinion corresponding to the standardized examination data using the deep neural network.
机译:提供了一种生成血液筛查测试的意见的方法,该方法可以提高通过机器学习生成测试意见的效率和准确性。用于产生血液筛查测试的方法包括以下步骤:接收包括学习患者信息的学习数据,学习测试结果和学习意见语句;以及通过对学习数据执行第一预处理操作来生成标准化的学习数据;根据标准化学习数据生成一个深度神经网络;接收包括检查患者信息和检查结果的检查数据;通过对检查数据进行第二次预处理操作,生成标准化的检查数据;使用深度神经网络生成与标准化检查数据相对应的检查意见。

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