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An RDF/OWL Knowledge Base for Query Answering and Decision Support in Clinical Pharmacogenetics

机译:临床药遗传学中查询应答和决策支持的RDF /猫头鹰知识库

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摘要

Genetic testing for personalizing pharmacotherapy is bound to become an important part of clinical routine. To address associated issues with data management and quality, we are creating a semantic knowledge base for clinical pharmacogenetics. The knowledge base is made up of three components: an expressive ontology formalized in the Web Ontology Language (OWL 2 DL), a Resource Description Framework (RDF) model for capturing detailed results of manual annotation of pharmacogenomic information in drug product labels, and an RDF conversion of relevant biomedical datasets. Our work goes beyond the state of the art in that it makes both automated reasoning as well as query answering as simple as possible, and the reasoning capabilities go beyond the capabilities of previously described ontologies.
机译:个性化药物治疗的基因检测必将成为临床常规的重要组成部分。为了解决与数据管理和质量相关的问题,我们正在创建临床药物遗传学的语义知识库。知识库由三部分组成:以Web本体语言(OWL 2 DL)形式化的表达本体,资源描述框架(RDF)模型,用于捕获药品标签中药物基因组信息的手动注释的详细结果,以及相关生物医学数据集的RDF转换。我们的工作超越了现有技术,因为它使自动推理和查询回答都尽可能简单,并且推理能力超出了先前描述的本体的能力。

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