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ENVIRONMENTAL RISK FACTOR RELEVANCY

机译:环境风险因素预警

摘要

In one example, a method includes processing one or more patient records to generate a history of geographic locations associated with a patient. The method also includes collecting, from one or more data sources, unstructured text containing information describing one or more environments associated with the geographic locations. The method also includes, applying text analytics to the unstructured text to identify one or more environmental risk factors associated with the geographic locations. The method also includes, computing a predictive risk model having, for each of the one or more environmental risk factors, a respective score indicative of a relevancy of the corresponding environmental risk factor to a health condition for the patient. The method also includes, outputting, in accordance with the one or more computed scores of the predictive risk model, information indicative of the relevancy of each of the environmental risk factors to the health condition of the patient.
机译:在一个示例中,一种方法包括处理一个或多个患者记录以生成与患者相关联的地理位置的历史。该方法还包括从一个或多个数据源收集包含描述与地理位置相关联的一个或多个环境的信息的非结构化文本。该方法还包括:将文本分析应用于非结构化文本,以识别与地理位置相关联的一个或多个环境风险因素。该方法还包括,对于一个或多个环境风险因素中的每一个,计算预测风险模型,该预测风险模型具有指示相应的环境风险因素与患者的健康状况的相关性的相应分数。该方法还包括根据预测风险模型的一个或多个计算的分数,输出指示每个环境风险因素与患者健康状况的相关性的信息。

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