Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis

Yan Wang; Li Zhuang Ma; Ping Liu; Xiao Wei Liao

doi:10.1109/ICBBE.2008.821

Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis

Yan Wang, Li Zhuang Ma, Ping Liu, Xiao Wei Liao

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

while studying the relationship between the signs, symptoms of TCM and Child-Pugh grade, stage, class based on liver cirrhosis, the number of attribute is important. We use the Information Gain method to assess the attributes and use 5 classifiers such as logistic, BayesNet, NaiveBayes, RBF and C4.5 to show how the number of attribute effect the classify accuracy. We can see there are some rules between them. In this paper we give the main symptoms and signs of TCM relating to the stage, class and Child-Pugh grade about liver cirrhosis.

Original language	English
Title of host publication	2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008
Publisher	IEEE Computer Society
Pages	1968-1970
Number of pages	3
ISBN (Print)	9781424417483
DOIs	https://doi.org/10.1109/ICBBE.2008.821
State	Published - 2008
Externally published	Yes
Event	2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008 - Shanghai, China Duration: 16 May 2008 → 18 May 2008

Publication series

Name	2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

Conference

Conference	2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008
Country/Territory	China
City	Shanghai
Period	16/05/08 → 18/05/08

Keywords

Attribute selection
Data mining
Liver cirrhosis
Signs and symptoms
TCM

Access to Document

10.1109/ICBBE.2008.821

Cite this

Wang, Y., Ma, L. Z., Liu, P., & Liao, X. W. (2008). Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis. In 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008 (pp. 1968-1970). Article 4535701 (2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008). IEEE Computer Society. https://doi.org/10.1109/ICBBE.2008.821

Wang, Yan ; Ma, Li Zhuang ; Liu, Ping et al. / Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis. 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008. IEEE Computer Society, 2008. pp. 1968-1970 (2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008).

@inproceedings{e29cc360ad614b16a351c36ad25e71ba,

title = "Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis",

abstract = "while studying the relationship between the signs, symptoms of TCM and Child-Pugh grade, stage, class based on liver cirrhosis, the number of attribute is important. We use the Information Gain method to assess the attributes and use 5 classifiers such as logistic, BayesNet, NaiveBayes, RBF and C4.5 to show how the number of attribute effect the classify accuracy. We can see there are some rules between them. In this paper we give the main symptoms and signs of TCM relating to the stage, class and Child-Pugh grade about liver cirrhosis.",

keywords = "Attribute selection, Data mining, Liver cirrhosis, Signs and symptoms, TCM",

author = "Yan Wang and Ma, \{Li Zhuang\} and Ping Liu and Liao, \{Xiao Wei\}",

year = "2008",

doi = "10.1109/ICBBE.2008.821",

language = "英语",

isbn = "9781424417483",

series = "2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008",

publisher = "IEEE Computer Society",

pages = "1968--1970",

booktitle = "2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008",

address = "美国",

note = "2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008 ; Conference date: 16-05-2008 Through 18-05-2008",

}

Wang, Y, Ma, LZ, Liu, P & Liao, XW 2008, Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis. in 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008., 4535701, 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008, IEEE Computer Society, pp. 1968-1970, 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008, Shanghai, China, 16/05/08. https://doi.org/10.1109/ICBBE.2008.821

Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis. / Wang, Yan; Ma, Li Zhuang; Liu, Ping et al.
2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008. IEEE Computer Society, 2008. p. 1968-1970 4535701 (2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis

AU - Wang, Yan

AU - Ma, Li Zhuang

AU - Liu, Ping

AU - Liao, Xiao Wei

PY - 2008

Y1 - 2008

N2 - while studying the relationship between the signs, symptoms of TCM and Child-Pugh grade, stage, class based on liver cirrhosis, the number of attribute is important. We use the Information Gain method to assess the attributes and use 5 classifiers such as logistic, BayesNet, NaiveBayes, RBF and C4.5 to show how the number of attribute effect the classify accuracy. We can see there are some rules between them. In this paper we give the main symptoms and signs of TCM relating to the stage, class and Child-Pugh grade about liver cirrhosis.

AB - while studying the relationship between the signs, symptoms of TCM and Child-Pugh grade, stage, class based on liver cirrhosis, the number of attribute is important. We use the Information Gain method to assess the attributes and use 5 classifiers such as logistic, BayesNet, NaiveBayes, RBF and C4.5 to show how the number of attribute effect the classify accuracy. We can see there are some rules between them. In this paper we give the main symptoms and signs of TCM relating to the stage, class and Child-Pugh grade about liver cirrhosis.

KW - Attribute selection

KW - Data mining

KW - Liver cirrhosis

KW - Signs and symptoms

KW - TCM

UR - https://www.scopus.com/pages/publications/50949122049

U2 - 10.1109/ICBBE.2008.821

DO - 10.1109/ICBBE.2008.821

M3 - 会议稿件

AN - SCOPUS:50949122049

SN - 9781424417483

T3 - 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

SP - 1968

EP - 1970

BT - 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

PB - IEEE Computer Society

T2 - 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

Y2 - 16 May 2008 through 18 May 2008

ER -

Wang Y, Ma LZ, Liu P, Liao XW. Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis. In 2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008. IEEE Computer Society. 2008. p. 1968-1970. 4535701. (2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008). doi: 10.1109/ICBBE.2008.821

Research on the relationship between symptoms of TCM and stage, class, Child-Pugh grade about liver cirrhosis

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this