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Standard Model Establishment of TCM Syndrome Differentiation of Type 2 Diabetes Based on Data-Mining

Authors :
Jian-jing Shen
Jin-liang Hu
Caiqing Yue
Jian-sheng Li
Source :
ISDA
Publication Year :
2007
Publisher :
IEEE, 2007.

Abstract

This paper explores a method for establishing diagnostic criterion of TCM (traditional Chinese medicine) syndrome differentiation by studying the set-up of diagnostic standard model of syndrome differentiation of Type 2 diabetes. We present, based on dynamic Kohonen network, the artificial neural net (ANN), fuzzy system (FS) that were used to build up adaptive fuzzy inference system model. The system was tested for its reliability via fisher-iris determination. Then with the help of this model the clinical data was studied, simultaneously, according to TCM basic theories. We obtained the diagnostic criterion of commonly-seen syndrome of Type 2 diabetes, whose rationality was verified by data check-up.

Details

Database :
OpenAIRE
Journal :
Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007)
Accession number :
edsair.doi...........5466eaaaed5a310bbe1bc03bd718d5cf
Full Text :
https://doi.org/10.1109/isda.2007.36