Sasang Typology Classification with Data Reduction and SOM Algorithm

Han Chae,Byoung Chul Kim,Young In Kim,Il Kyu Eom

2011 IEEE 13th International Conference on e-Health Networking, Applications and Services（2011）

Sch. of Korean Med.

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摘要

Personalized medicine has been the major interest for the Western and traditional medicine for a long time since Hippocrates and Yellow Emperor. The purpose of this study was to utilize data reduction and artificial network algorithm for the classification of Sasang types with clinical data. The results showed acceptable type-specific sensitivity and specificity considering its limitation with data. Multidisciplinary approach for the personalized medicine is needed for upcoming integrative medicine.

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关键词

data reduction,medicine,pattern classification,self-organising feature maps,Hippocrates,SOM algorithm,Sasang typology classification,Yellow Emperor,artificial network algorithm,clinical data,data reduction,integrative medicine,personalized medicine,traditional medicine,western medicine,SOM,Sasang Typology,classification,data reduction

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