Modeling a Fuzzy System for Diagnosis of Disease Syndromes of Traditional Vietnamese Medicine Combining Positive and Negative Rules

Phương, Nguyễn Hoàng; Nguyen, Anh

doi:10.1016/b978-0-12-817356-5.00004-8

Cited by 1 publication

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References 7 publications

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“…The diagnostic process provides confirmed and excluded diagnoses as well as diagnostic hypotheses based on fuzzy max-min inferences. In recent years in [9], the authors propose a model of a Fuzzy System for the Diagnosis of Disease Syndromes in Traditional Vietnamese Medicine, Combining Positive and Negative Rules. The knowledge base of the system consists of fuzzy positive rules (for confirmation of the conclusion of the rules) and negative rules (for exclusion of the conclusion of the rules).…”

Section: To Model Intelligent Systems Of Diagnosis and Treatment Of T...mentioning

confidence: 99%

A Novel Approach to Modelling a Diagnosis and Treatment of Traditional Vietnamese Medicine

Thuy,

Phuong

2023

JCC

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Traditional Vietnamese Medicine (TVM) is based on the experiences of thousands of years of Vietnamese people in the struggle against diseases; therefore, TVM is very important in the medical system of Vietnam. In this paper, we propose a novel model of an expert system for diagnosing disease syndromes and treating traditional Vietnamese medicine. In this model, the knowledge base consists of IF-THEN rules, in which the antecedent of a rule is an elementary conjunction of propositions and negated propositions. The inference mechanism for the diagnosis of disease syndromes and treatment of traditional Vietnamese medicine applies Abelian group operations. A comparison of the inference of our model with the fuzzy max-min inferences shows that our model can have very similar rules whose contributions sum up to high weight. On the other hand, in our model, a rule with a negative weight may diminish an effect of a rule with a good weight. This feature is absent in the systems with fuzzy max-min inferences. We have built rule patterns for the diagnosis of about 50 disease syndromes and their treatment by Herbs and Acupuncture with the cooperation of practitioners of Oriental Traditional Medicine in Vietnam. Some examples of databases and the rules for disease syndrome differentiation and treatment by herbal medicine and Acupuncture are shown. Finally, some conclusions and future works are given.

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Section: To Model Intelligent Systems Of Diagnosis and Treatment Of T...mentioning

confidence: 99%

A Novel Approach to Modelling a Diagnosis and Treatment of Traditional Vietnamese Medicine

Thuy,

Phuong

2023

JCC

View full text Add to dashboard Cite

show abstract

Modeling a Fuzzy System for Diagnosis of Disease Syndromes of Traditional Vietnamese Medicine Combining Positive and Negative Rules

Cited by 1 publication

References 7 publications

A Novel Approach to Modelling a Diagnosis and Treatment of Traditional Vietnamese Medicine

A Novel Approach to Modelling a Diagnosis and Treatment of Traditional Vietnamese Medicine

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