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