Title :
Building decision tree for sub-health diagnosis based on traditional Chinese medicine
Author :
Huang, Weitong ; Yan, Zhaoqian ; Jiao, Baoxing ; Xu, Jiatuo ; Di, Zhi
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
Sub-healthy state is a status between health and illness. The causes of the sub-healthy states are complicated, often with all kinds of symptom features. There are few special treatments and objective evaluation criteria of sub-healthy states in modern medicine science, comparing with which the traditional Chinese medicine has some special advantages in sub-healthy diagnosis. Taking the sub-healthy research of college students as the base platform and based on the inspection and palpation of TCM, we build the decision tree(DT) and analyze the sub-healthy states by combining the decision tree generating principles in data mining with foreknow knowledge in TCM.
Keywords :
data mining; decision trees; health care; medicine; DT; building decision tree; college students; data mining principles; few special treatments; medicine science; subhealth diagnosis; subhealthy state; traditional Chinese medicine; Decision tree; Face color; Pulse diagnosis; Sub-healthy states; TCM; Tongue diagnosis; component;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5620358