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Biomarker interaction selection and disease detection based on multivariate gain ratio 期刊论文
BMC BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 16
作者:  Chu, Xiao;  Jiang, Mao;  Liu, Zhuo-Jun
收藏  |  浏览/下载：91/0  |  提交时间：2023/02/07
Multivariate gain ratio  Biomarker interaction  Disease detection  
Group testing can improve the cost-efficiency of prospective-retrospective biomarker studies 期刊论文
BMC MEDICAL RESEARCH METHODOLOGY, 2021, 卷号: 21, 期号: 1, 页码: 10
作者:  Zhang, Wei;  Zhang, Zhiwei;  Krushkal, Julia;  Liu, Aiyi
收藏  |  浏览/下载：170/0  |  提交时间：2021/04/26
Biomarker study design  Cost-efficiency  Group testing  Pooling  Two-phase sampling  
Discovering cooperative biomarkers for heterogeneous complex disease diagnoses 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 89-101
作者:  Sun, Duanchen;  Ren, Xianwen;  Ari, Eszter;  Korcsmaros, Tamas;  Csermely, Peter;  Wu, Ling-Yun
收藏  |  浏览/下载：378/0  |  提交时间：2019/03/05
heterogeneous diseases  cancer biomarker  network-based  cooperative biomarker  gene expression  
Least squares regression methods for clustered ROC data with discrete covariates 期刊论文
BIOMETRICAL JOURNAL, 2016, 卷号: 58, 期号: 4, 页码: 747-765
作者:  Tang, Liansheng Larry;  Zhang, Wei;  Li, Qizhai;  Ye, Xuan;  Chan, Leighton
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
Biomarker  Clustered data  Empirical function  ROC  
Identifying joint biomarker panel from multiple level dataset by an optimization model 期刊论文
BIOMARKERS IN MEDICINE, 2016, 卷号: 10, 期号: 6, 页码: 567-575
作者:  Zou, Meng;  Zhang, Peng-Jun;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
group lasso optimization  joint biomarker panel  multiple level dataset  
A novel mixed integer programming for multi-biomarker panel identification by distinguishing malignant from benign colorectal tumors 期刊论文
METHODS, 2015, 卷号: 83, 页码: 3-17
作者:  Zou, Meng;  Zhang, Peng-Jun;  Wen, Xin-Yu;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：171/0  |  提交时间：2018/07/30
Translational bioinformatics  Multi-biomarker  Colorectal cancer  Mixed integer programming  
The knowledge-integrated network biomarkers discovery for Major Adverse Cardiac Events 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2008, 卷号: 7, 期号: 9, 页码: 4013-4021
作者:  Jin, Guangxu;  Zhou, Xiaobo;  Wang, Honghui;  Zhao, Hong;  Cui, Kemi;  Zhang, Xiang-Sun;  Chen, Luonan;  Hazen, Stanley L.;  Li, King;  Wong, Stephen T. C.
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
proteomics  mass spectrometry  MACE  network biomarker  cross validation  systems biology