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Ontology Based Information Extraction for Disease Intelligence

机译:基于Ontology的疾病情报信息抽取

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摘要

Disease Intelligence (DI) is based on the acquisition and aggregation offragmented knowledge of diseases at multiple sources all over the world toprovide valuable information to doctors, researchers and information seekingcommunity. Some diseases have their own characteristics changed rapidly atdifferent places of the world and are reported on documents as unrelated andheterogeneous information which may be going unnoticed and may not be quicklyavailable. This research presents an Ontology based theoretical framework inthe context of medical intelligence and country/region. Ontology is designedfor storing information about rapidly spreading and changing diseases withincorporating existing disease taxonomies to genetic information of both humansand infectious organisms. It further maps disease symptoms to diseases and drugeffects to disease symptoms. The machine understandable disease ontologyrepresented as a website thus allows the drug effects to be evaluated ondisease symptoms and exposes genetic involvements in the human diseases.Infectious agents which have no known place in an existing classification buthave data on genetics would still be identified as organisms through theintelligence of this system. It will further facilitate researchers on thesubject to try out different solutions for curing diseases.
机译:疾病情报(DI)是基于在世界各地的多种来源中获取和汇总对疾病的支配性知识,从而为医生,研究人员和寻求信息的社区提供有价值的信息。在世界各地,某些疾病的特征迅速发生变化,并以不相关且异构的信息记录在文档中,这些信息可能不会引起注意,也可能无法迅速获得。这项研究提出了在医学情报和国家/地区的背景下基于本体论的理论框架。本体被设计用于在将现有疾病分类法与人类和传染性生物的遗传信息结合起来的情况下存储有关快速传播和变化的疾病的信息。它还将疾病症状映射到疾病,并将药物效应映射到疾病症状。因此,以网站表示的机器可理解的疾病本体论可以评估疾病的症状,并揭示人类疾病的遗传影响。在现有分类中尚不存在但具有遗传学数据的传染原仍可通过智能识别为生物这个系统。这将进一步便利该主题的研究人员尝试各种不同的解决疾病的方法。

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