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Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
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Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Estimating Phred scores of Illumina base calls by logistic regression and sparse modeling 期刊论文
BMC BIOINFORMATICS, 2017, 卷号: 18, 页码: 14
Authors:  Zhang, Sheng;  Wang, Bo;  Wan, Lin;  Li, Lei M.
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Base-calling  Logistic regression  Quality score  L-1 regularization  AIC  BIC  Empirical discrimination power  
Revealing metabolite biomarkers for acupuncture treatment by linear programming based feature selection 期刊论文
BMC Systems Biology, 2012, 卷号: 6, 期号: Suppl 1
Authors:  Wang,Yong;  Wu,Qiao-Feng;  Chen,Chen;  Wu,Ling-Yun;  Yan,Xian-Zhong;  Yu,Shu-Guang;  Zhang,Xiang-Sun;  Liang,Fan-Rong
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30