DocumentCode :
1805038
Title :
Approximate reasoning for oriental traditional medical expert systems
Author :
Nguyen, Hoang-Phuong
Author_Institution :
Inst. of Inf. Technol., Nat. Center for Natural Sci. & Technol., Hanoi, Viet nam
Volume :
4
fYear :
1997
fDate :
12-15 Oct 1997
Firstpage :
3084
Abstract :
Compositional inference is an approach for approximate reasoning. This kind of inference is applied in the building of rule-based compositional systems for medicine such as MYCIN and CADIAG-2. These systems are rule based, that is, their knowledge consists of rules of the form IF (premise) THEN (conclusion) with some weight (degree of belief), and compositional, that is, they combine effects of particular rules using a binary combining function to compute their joint effect. The paper proposes an approach to applying approximate reasoning for oriental traditional medical rule-based compositional systems. In general, the diagnosis of oriental traditional medicine includes a syndrome differentiation (BatCuong), and internal organ (TangPhu) diagnosis etc. The diagnosis process in oriental traditional medicine is called BienChung. As the pathogenesis (BatCuong, TangPhu, etc.) is convinced, then the prescription can be given. The result of BienChung may be the composition of two or more syndromes of pathogenesis. The author describes the diagnosis process of oriental traditional medicine (OTM) using compositions of rules as an inference mechanism model of the BienChung system of OTM. It accepts fuzzy descriptions of the patient´s symptoms and their fuzzy relationships in the form of rules and the negation of rules then infers descriptions of diagnoses as BatCuong, TangPhu, pathogenesis composition, BatCuong and TangPhu etc. according to the theory of oriental traditional medicine
Keywords :
diagnostic reasoning; inference mechanisms; medical diagnostic computing; medical expert systems; patient diagnosis; approximate reasoning; compositional inference; diagnosis; fuzzy descriptions; internal organ diagnosis; oriental traditional medical expert systems; pathogenesis; patient symptoms; rule negation; rule-based compositional systems; syndrome differentiation; Computational modeling; Diseases; Inference mechanisms; Information technology; Medical diagnosis; Medical diagnostic imaging; Medical expert systems; Medical simulation; Pathogens; Tin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
Conference_Location :
Orlando, FL
ISSN :
1062-922X
Print_ISBN :
0-7803-4053-1
Type :
conf
DOI :
10.1109/ICSMC.1997.633061
Filename :
633061
Link To Document :
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