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Ontology-Oriented Diagnostic System for Traditional Chinese Medicine Based on Relation Refinement
المؤلفون المشاركون
Chen, Huajun
Yu, Tong
Gu, Peiqin
المصدر
Computational and Mathematical Methods in Medicine
العدد
المجلد 2013، العدد 2013 (31 ديسمبر/كانون الأول 2013)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2013-02-19
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Although Chinese medicine treatments have become popular recently, the complicated Chinese medical knowledge has made it difficult to be applied in computer-aided diagnostics.
The ability to model and use the knowledge becomes an important issue.
In this paper, we define the diagnosis in Traditional Chinese Medicine (TCM) as discovering the fuzzy relations between symptoms and syndromes.
An Ontology-oriented Diagnosis System (ODS) is created to address the knowledge-based diagnosis based on a well-defined ontology of syndromes.
The ontology transforms the implicit relationships among syndromes into a machine-interpretable model.
The clinical data used for feature selection is collected from a national TCM research institute in China, which serves as a training source for syndrome differentiation.
The ODS analyzes the clinical cases to obtain a statistical mapping relation between each syndrome and associated symptom set, before rechecking the completeness of related symptoms via ontology refinement.
Our diagnostic system provides an online web interface to interact with users, so that users can perform self-diagnosis.
We tested 12 common clinical cases on the diagnosis system, and it turned out that, given the agree metric, the system achieved better diagnostic accuracy compared to nonontology method—92% of the results fit perfectly with the experts’ expectations.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Gu, Peiqin& Chen, Huajun& Yu, Tong. 2013. Ontology-Oriented Diagnostic System for Traditional Chinese Medicine Based on Relation Refinement. Computational and Mathematical Methods in Medicine،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-463039
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Gu, Peiqin…[et al.]. Ontology-Oriented Diagnostic System for Traditional Chinese Medicine Based on Relation Refinement. Computational and Mathematical Methods in Medicine No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-463039
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Gu, Peiqin& Chen, Huajun& Yu, Tong. Ontology-Oriented Diagnostic System for Traditional Chinese Medicine Based on Relation Refinement. Computational and Mathematical Methods in Medicine. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-463039
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-463039
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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