DocumentCode :
2766835
Title :
Research on the clinical classification of Xi clan diabetic foot using fuzzy C-means clustering method
Author :
Yemin, Cao ; Haowei, Zhang ; HongTao, Xu ; Jiuyi, Xi ; Xunsheng, Zhu ; Zheng, Gu
Author_Institution :
Shanghai Traditional Chinese Med.-Integrated Hosp., Shanghai, China
fYear :
2011
fDate :
12-15 Nov. 2011
Firstpage :
881
Lastpage :
885
Abstract :
Xi Jiuyi, born in 1923, is a famous expert on peripheral vascular diseases. He has been engaged in scientific research and clinical teaching over 60 years and cured of the countless patients. He has decided the five clinical classifications of diabetic foot (DF) and got outstanding curative effects. Following the medical practice of Professor Xi and using engineering technology, we collect symptoms, signs, tongue and pulse condition of 103 cases. Then we use fuzzy C-means clustering method by calculation iterative with the information of 103 cases. The result shows the average accuracy rate is 86.41% similarity with Professor Xi´s results of clinical classification. With the expansion of the samples, we believe a higher accuracy rate can be reached. We can draw a conclusion that fuzzy C-means clustering method can reflect the Professor Xi´s idea of DF clinic classification, thus inherit the academic ideas of Xi effectively.
Keywords :
diseases; fuzzy set theory; patient diagnosis; pattern clustering; DF clinic classification; Xi clan diabetic foot; clinical classification; clinical teaching; curative effect; engineering technology; fuzzy C-means clustering method; peripheral vascular disease; scientific research; Clustering methods; Diabetes; Diseases; Foot; Medical diagnostic imaging; Skin; Tendons; a famous doctor of TCM; clinical classification; diabetic foot; fuzzy C-means clustering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2011 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1612-6
Type :
conf
DOI :
10.1109/BIBMW.2011.6112490
Filename :
6112490
Link To Document :
بازگشت