Title :
Research and Application of Data Mining in Traditional Chinese Medical Clinic Diagnosis
Author :
Xue, Weimin ; Sun, Yanan ; Lu, Yuchang
Author_Institution :
Inst. of Inf. Technol., Beijing Union Univ.
Abstract :
In this paper, a new data-mining algorithm based on Bayesian network was proposed and applied in traditional Chinese medical clinical diagnosis for coronary heart disease (CHD). With the relative factors of the differentiation for traditional Chinese medical symptoms the gain information algorithm is used to select the attributes of the differentiation. The experiment with the data from the database of electronic patient cases shows that the Bayesian algorithm has good classification capability in traditional Chinese medical clinical diagnosis
Keywords :
Bayes methods; cardiology; data mining; diseases; medical diagnostic computing; patient diagnosis; Bayesian network; coronary heart disease; data mining; electronic patient cases; gain information algorithm; traditional Chinese medical clinic diagnosis; Application software; Bayesian methods; Cardiac disease; Clinical diagnosis; Data mining; Humans; Information technology; Medical diagnostic imaging; Probability; Sun;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.346126
