Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B

Xiaoyu Chen; Na Chu; Lizhuang Ma; Yiyang Hu

doi:10.1109/BIBMW.2012.6470322

Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B

Xiaoyu Chen^*
, Na Chu
, Lizhuang Ma
, Yiyang Hu

^*此作品的通讯作者

Shanghai University of Traditional Chinese Medicine
Shanghai Jiao Tong University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Traditional Chinese medicine (TCM) has been widely applied in chronic hepatitis B (CHB), and syndrome discrimination is the most important step of TCM and it is performed subjectively and generally by physicians at present, which hinders the application prospects of TCM. In this paper, a CHB discrimination model of TCM is proposed basing on information gain, logistic attribute selection and space vector, through the approach, critical weighting attributes are selected, and cases are discriminated. The discriminant model is evaluated by CHB dataset, 34 critical weighting attributes are selected and 555 typical cases of two syndromes are identified respectively. And the selected critical attributes are in sound agreement with those used in TCM syndrome differentiation by physicians. Finally, results of this discriminant model for CHB are compared with other methods, and experimental results also show the discriminant model performs well in the application for TCM syndrome differentiation of CHB.

源语言	英语
主期刊名	Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012
页	310-315
页数	6
DOI	https://doi.org/10.1109/BIBMW.2012.6470322
出版状态	已出版 - 2012
已对外发布	是
活动	2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012 - Philadelphia, PA, 美国期限: 4 10月 2012 → 7 10月 2012

出版系列

姓名	Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012

会议

会议	2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012
国家/地区	美国
市	Philadelphia, PA
时期	4/10/12 → 7/10/12

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 3 良好健康与福祉

访问文件

10.1109/BIBMW.2012.6470322

其它文件与链接

链接到 Scopus 的出版物

引用此

Chen, X., Chu, N., Ma, L., & Hu, Y. (2012). Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B. 在 Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012 (页码 310-315). 文章 6470322 (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012). https://doi.org/10.1109/BIBMW.2012.6470322

@inproceedings{949c3977f0014bd2a532b14ad0824801,

title = "Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B",

abstract = "Traditional Chinese medicine (TCM) has been widely applied in chronic hepatitis B (CHB), and syndrome discrimination is the most important step of TCM and it is performed subjectively and generally by physicians at present, which hinders the application prospects of TCM. In this paper, a CHB discrimination model of TCM is proposed basing on information gain, logistic attribute selection and space vector, through the approach, critical weighting attributes are selected, and cases are discriminated. The discriminant model is evaluated by CHB dataset, 34 critical weighting attributes are selected and 555 typical cases of two syndromes are identified respectively. And the selected critical attributes are in sound agreement with those used in TCM syndrome differentiation by physicians. Finally, results of this discriminant model for CHB are compared with other methods, and experimental results also show the discriminant model performs well in the application for TCM syndrome differentiation of CHB.",

keywords = "CHB discriminant model of TCM, attribute selection, information gain, multidimensional vector space",

author = "Xiaoyu Chen and Na Chu and Lizhuang Ma and Yiyang Hu",

year = "2012",

doi = "10.1109/BIBMW.2012.6470322",

language = "英语",

isbn = "9781467327466",

series = "Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012",

pages = "310--315",

booktitle = "Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012",

note = "2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012 ; Conference date: 04-10-2012 Through 07-10-2012",

}

Chen, X, Chu, N, Ma, L & Hu, Y 2012, Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B. 在 Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012., 6470322, Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012, 页码 310-315, 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012, Philadelphia, PA, 美国, 4/10/12. https://doi.org/10.1109/BIBMW.2012.6470322

Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B. / Chen, Xiaoyu; Chu, Na; Ma, Lizhuang 等.
Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012. 2012. 页码 310-315 6470322 (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B

AU - Chen, Xiaoyu

AU - Chu, Na

AU - Ma, Lizhuang

AU - Hu, Yiyang

PY - 2012

Y1 - 2012

N2 - Traditional Chinese medicine (TCM) has been widely applied in chronic hepatitis B (CHB), and syndrome discrimination is the most important step of TCM and it is performed subjectively and generally by physicians at present, which hinders the application prospects of TCM. In this paper, a CHB discrimination model of TCM is proposed basing on information gain, logistic attribute selection and space vector, through the approach, critical weighting attributes are selected, and cases are discriminated. The discriminant model is evaluated by CHB dataset, 34 critical weighting attributes are selected and 555 typical cases of two syndromes are identified respectively. And the selected critical attributes are in sound agreement with those used in TCM syndrome differentiation by physicians. Finally, results of this discriminant model for CHB are compared with other methods, and experimental results also show the discriminant model performs well in the application for TCM syndrome differentiation of CHB.

AB - Traditional Chinese medicine (TCM) has been widely applied in chronic hepatitis B (CHB), and syndrome discrimination is the most important step of TCM and it is performed subjectively and generally by physicians at present, which hinders the application prospects of TCM. In this paper, a CHB discrimination model of TCM is proposed basing on information gain, logistic attribute selection and space vector, through the approach, critical weighting attributes are selected, and cases are discriminated. The discriminant model is evaluated by CHB dataset, 34 critical weighting attributes are selected and 555 typical cases of two syndromes are identified respectively. And the selected critical attributes are in sound agreement with those used in TCM syndrome differentiation by physicians. Finally, results of this discriminant model for CHB are compared with other methods, and experimental results also show the discriminant model performs well in the application for TCM syndrome differentiation of CHB.

KW - CHB discriminant model of TCM

KW - attribute selection

KW - information gain

KW - multidimensional vector space

UR - https://www.scopus.com/pages/publications/84875616096

U2 - 10.1109/BIBMW.2012.6470322

DO - 10.1109/BIBMW.2012.6470322

M3 - 会议稿件

AN - SCOPUS:84875616096

SN - 9781467327466

T3 - Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012

SP - 310

EP - 315

BT - Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012

T2 - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012

Y2 - 4 October 2012 through 7 October 2012

ER -

Chen X, Chu N, Ma L, Hu Y. Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B. 在 Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012. 2012. 页码 310-315. 6470322. (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2012). doi: 10.1109/BIBMW.2012.6470322

Syndrome discrimination model of traditional Chinese medicine for chronic hepatitis B

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此