期刊论文、会议论文

Jiang, Xingpeng（蒋兴鹏）

英文

2017 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)

2156-1125

2017

2017-January

1331-1337

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

November 2017

Kansas City, MO, USA

[Yang, Jincai;Zhang, Fuli;Jiang, Xingpeng;Shen, Xianjun;Hu, Xiaohua] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Hubei, Peoples R China.

IEEE, IEEE Comp Soc, IEEE Tech Comm Computat Life Sci

Hu, XH Shyu, CR Bromberg, Y Gao, J Gong, Y Korkin, D Yoo, I Zheng, JH

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

978-1-5090-3051-4

10.1109/BIBM.2017.8217855

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61532008]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [CCNU17TS0003]

本校为第一且通讯机构

Genome-wide association studies (GWAS) of T2D have discovered a number of loci that contribute to susceptibility to the disease. In this paper, we classified and identified the suspected risky Loci of T2D with computational method based on the known T2D GWAS-associated SNPs. The framework includes two parts: we first classified the SNPs based on their features of position and function through a simplified classification decision tree which was constructed by C4.5 decision tree algorithm; we then identified whether the genes associated with the suspected risky SNPs are associated with T2D by us...