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Identifying natural health product and dietary supplement information within adverse event reporting systems

机译:在不良事件报告系统中识别天然保健品和膳食补充剂信息

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摘要

Data on safety and efficacy issues associated with natural health products and dietary supplements (NHP&S) remains largely cloistered within domain specific databases or embedded within general biomedical data sources. A major challenge in leveraging analytic approaches on such data is due to the inefficient ability to retrieve relevant data, which includes a general lack of interoperability among related sources. This study developed a thesaurus of NHP&S ingredient terms that can be used by existing biomedical natural language processing (NLP) tools for extracting information of interest. This process was evaluated relative to intervention name strings sampled from the United States Food and Drug Administration Adverse Event Reporting System (FAERS). A use case was used to demonstrate the potential to utilize FAERS for monitoring NHP&S adverse events. The results from this study provide insights on approaches for identifying additional knowledge from extant repositories of knowledge, and potentially as information that can be included into larger curation efforts.
机译:与天然保健品和膳食补充剂(NHP&S)有关的安全性和功效问题的数据仍在很大程度上被隐藏在特定领域的数据库中或嵌入在一般生物医学数据源中。利用此类数据的分析方法所面临的主要挑战是由于检索相关数据的能力低下,这包括相关来源之间普遍缺乏互操作性。这项研究开发了NHP&S成分词表,现有的生物医学自然语言处理(NLP)工具可以使用该词库来提取感兴趣的信息。相对于从美国食品和药物管理局不良事件报告系统(FAERS)采样的干预名称字符串评估了此过程。使用案例说明了利用FAERS监测NHP&S不良事件的潜力。这项研究的结果提供了从现有知识库中识别其他知识的方法的见识,并有可能作为可以纳入更大策展工作的信息。

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