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A Knowledge Management Platform for Documentation of Case Reports in Pharmacovigilance

机译:药物知识案件报告文件的知识管理平台

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Most countries have developed information systems to report drug adverse effects. However, as in other domains where systematic reviews are needed, there is little guidance on how systematic documentation of drug adverse effects should be performed. The objective of the VigiTermes project is to develop a platform to improve documentation of pharmacovigilance case reports for the pharmaceutical industry and regulatory authorities. In order to improve systematic reviews of adverse drug reactions, we developed a prototype that first reproduces and standardizes search strategies, then extracts information from the Medline abstracts which were retrieved and annotates them. The platform aims at providing transparent access and analysis tools to pharmacovigilance experts investigating relevance of safety signals related to drugs. The platform's architecture consists in the integration of two vendor tools ITM~R and Luxid~R and one academic web service for knowledge extraction from medical literature. Whereas a manual search performed by a pharmacovigilance expert retrieved 578 publications, the system proposed a list of 229 publications thus decreasing time required for review by 60%. Recall was 70% and additional developments are required in order to improve exhaustivity.
机译:大多数国家都有发展信息系统,以报告药物不利影响。但是,如在需要系统评论的其他域名中,应对应对药物不利影响的系统文档进行了一些指导。谨慎项目的目标是制定一个平台,以改善制药行业和监管机构的药物事业报告的文件。为了改善对不良药物反应的系统审查,我们开发了一种原型,首先再现和标准化搜索策略,然后从检索到的Medline摘要中提取信息并注释它们。该平台旨在为药物检测专家提供透明的访问和分析工具,调查与药物有关的安全信号的相关性。该平台的架构在于,两个供应商的ITM〜R和LUXID〜R和一个学术网络服务的集成,以及来自医学文献的知识提取。虽然由药物知识专家执行的手动搜索检索578出版物,但该系统提出了229个出版物的清单,从而降低审查所需的时间60%。召回是70%,需要额外的开发,以改善穷举。

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