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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
Authors:  Chu, Xiao;  Jiang, Mao;  Liu, Zhuo-Jun
Favorite  |  View/Download:15/0  |  Submit date:2023/02/07
Multivariate gain ratio  Biomarker interaction  Disease detection  
Error-corrected estimation of a diagnostic accuracy index of a biomarker against a continuous gold standard 期刊论文
Authors:  Wu, Mixia;  Zhang, Xiaoyu;  Zhang, Wei;  Zhang, Xu;  Liu, Aiyi
Favorite  |  View/Download:91/0  |  Submit date:2021/01/14
adaptive estimation  additive errors  asymptotic normality  biomarkers  diagnostic accuracy  measurement errors  reliability coefficient  
Nonparametric estimation of distributions and diagnostic accuracy based on group-tested results with differential misclassification 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Zhang, Wei;  Liu, Aiyi;  Li, Qizhai;  Albert, Paul S.
Favorite  |  View/Download:99/0  |  Submit date:2020/10/12
coverage probability  diagnostic accuracy  differential misclassification  group testing  integrated absolute bias  integrated mean squared error  rare disease  ROC curves  
Order-restricted inference for clustered ROC data with application to fingerprint matching accuracy 期刊论文
BIOMETRICS, 2019, 页码: 11
Authors:  Zhang, Wei;  Tang, Larry L.;  Li, Qizhai;  Liu, Aiyi;  Lee, Mei-Ling Ting
Favorite  |  View/Download:148/0  |  Submit date:2020/05/24
area under the ROC curve  clustered data  fingerprint identification  ROC curve  stochastic ordering  
A Parametric Design Method for Optimal Quick Diagnostic Software 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 13
Authors:  Yi, Xiao-jian;  Hou, Peng
Favorite  |  View/Download:121/0  |  Submit date:2020/01/10
early diagnosis  time-critical application  early classification  feature selection  
A comparison of two Stokes ice sheet models applied to the Marine Ice Sheet Model Intercomparison Project for plan view models (MISMIP3d) 期刊论文
CRYOSPHERE, 2017, 卷号: 11, 期号: 1, 页码: 179-190
Authors:  Zhang, Tong;  Price, Stephen;  Ju, Lili;  Leng, Wei;  Brondex, Julien;  Durand, Gael;  Gagliardini, Olivier
Favorite  |  View/Download:92/0  |  Submit date:2018/07/30
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
Authors:  Tang, Liansheng Larry;  Zhang, Wei;  Li, Qizhai;  Ye, Xuan;  Chan, Leighton
Favorite  |  View/Download:72/0  |  Submit date:2018/07/30
Biomarker  Clustered data  Empirical function  ROC  
Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models 期刊论文
Authors:  Liu, Wenjing;  Sun, Zhaotian;  Chen, Jinyu;  Jing, Chuanbo
Favorite  |  View/Download:89/0  |  Submit date:2018/07/30
Estimation of the area under ROC curve with censored data 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 卷号: 139, 期号: 3, 页码: 1033-1044
Authors:  Wang, Qihua;  Yao, Lili;  Lai, Peng
Favorite  |  View/Download:106/0  |  Submit date:2018/07/30
ROC curve  Asymptotic normality  Counting process and martingale theory  
Kernel estimators of the ROC curve are better than empirical 期刊论文
STATISTICS & PROBABILITY LETTERS, 1999, 卷号: 44, 期号: 3, 页码: 221-228
Authors:  Lloyd, CJ;  Yong, Z
Favorite  |  View/Download:72/0  |  Submit date:2018/07/30
relative deficiency  empirical estimator  kernel estimator  ROC curve