Ontology based syndrome diagnostic system: (OBSDS)

Haya Majid Qureshi, Maliha Qureshi
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引用次数: 1

Abstract

Disease Diagnosis is a process of assessment of all possible grounds for a set of symptoms to identify the disease in order to recommend treatment carried out by the physician all over the world. But, one of the major problems faced by medical experts in this process is in possessing a diverse amount of knowledge for better disease diagnosis. In the Past few years the use of Ontologies in Medical domain is basically focused on the representation of the Medical terminologies. Furthermore small number of Ontologies can be found in the domain of Syndrome. A syndrome can refer to the group of symptoms that suggest the presence of syndrome disease. There exist dependencies among causes and symptoms of syndrome diseases. We have proposed a Syndrome ontology model for disease diagnosis. We have done model formalization in Web Ontology language (OWL) and have handled reasoning upon ontology using SPARQL Query. Then apply evaluation matrices on these queries to evaluate the performance of our system. Ontology is developed in Protégé and use SPARQL interface which support various output formats. We use Apache Tomcat 7.0 since it is an online System. This system offer support for better medical decision in Syndrome Diagnosing.
基于本体的证候诊断系统(OBSDS)
疾病诊断是对一组症状的所有可能原因进行评估的过程,以确定疾病,以便建议世界各地的医生进行治疗。但是,在这一过程中,医学专家面临的一个主要问题是掌握不同数量的知识以更好地诊断疾病。在过去的几年里,本体论在医学领域的应用主要集中在医学术语的表示上。此外,在证候领域可以找到少量的本体论。综合征可指提示存在综合征疾病的一组症状。证候病的病因与症状之间存在相关性。提出了一种用于疾病诊断的证候本体模型。我们用Web本体语言(OWL)完成了模型的形式化,并使用SPARQL Query处理了对本体的推理。然后对这些查询应用评估矩阵来评估系统的性能。本体论是用proprosamugase开发的,使用SPARQL接口,支持多种输出格式。我们使用Apache Tomcat 7.0,因为它是一个在线系统。该系统可为综合征诊断提供更好的医疗决策支持。
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