Statistical Methodology
2025
1. Sun A, Zhou XH*. Estimation of diagnostic test accuracy without gold standards. Statistics in Medicine. 2025 Feb 10;44(3-4):e10315.
2. Sun L, Wei P, Zhou J, Zhou XH*. Time‐Dependent ROC Curve for Multiple Longitudinal Biomarkers and Its Application in Diagnosing Cardiovascular Events. Statistics in Medicine. 2025 Feb 28;44(5):e10318.
3. Song Q, Hu T, Liang B, Li S, Li Y, Wu J, Wang S, Zhou X*. cascAGS: Comparative Analysis of SNP Calling Methods for Human Genome Data in the Absence of Gold Standard. Interdisciplinary Sciences: Computational Life Sciences. 2025 Mar;17(1):1-1.
4. He J, Qiu Y, Zhou XH*. Positive-definite regularized estimation for high-dimensional covariance on scalar regression. Biometrics. 2025 Mar;81(1):ujaf017.
5. Jiang K, Lai XX, Yang S, Gao Y, Zhou XH*. A practical analysis procedure on generalizing comparative effectiveness in the randomized clinical trial to the real-world trial-eligible population. Journal of Biopharmaceutical Statistics. 2025 May 1:1-3.
6. Deng Y, Han S, Zhou XH*. Inference for Cumulative Incidences and Treatment Effects in Randomized Controlled Trials With Time‐to‐Event Outcomes Under ICH E9 (R1). Statistics in Medicine. 2025 May;44(10-12):e70091.
7. Chen H, Guo D, Guo Y, He Y, Liu D, Liu L, Yin Y, Zhou XH*. Cooperative differential network learning with hub detection for multicenter neuroimaging data. The Annals of Applied Statistics. 2025 Jun;19(2):1578-602.
8. Li X, Zhou XH*. Temporal visiting-monitoring feature interaction learning for modelling structured electronic health records. Knowledge-Based Systems [Internet]. 2025 Jul 23;327:114155
9. Sun A, Li Y, Zhou XH*. Biomarker combination based on the Youden index with and without gold standard. Statistics in Medicine. 2025 Aug;44(18-19):e70189.
10. Hou L, Chen H, Zhou XH*. MR-EILLS: an invariance-based Mendelian randomization method integrating multiple heterogeneous GWAS summary datasets. Nature Communications. 2025 Aug 18;16(1):7668.
11. Qianchen Tai and Zhou XH*. Simultaneous Adjustment of Nonignorable Verification Bias and Imperfect Gold standard Bias in Diagnostic Test Studies. Annals of Applied Statistics. 2025 (Accepted in August)
12. Zhou Y, Deng Y, Tian YS, Wu P, Hu W, Wang H, Steyerberg E, Zhou XH*. CSTEapp: An interactive R-Shiny application of the covariate-specific treatment effect curve for visualizing individualized treatment rule. SoftwareX. 2025 Dec 1;32:102352.
13. Wang L, Zhang Y, Richardson TS, Zhou X. Rank‐based estimation of propensity score weights via subclassification. Canadian Journal of Statistics. 2025:e70014.
2024
14. Wu P, Tan Z, Hu W, Zhou XH*. Model-Assisted Inference for Covariate-Specific Treatment Effects with High-dimensional Data. Statistica Sinica.2024; 34: 459-479.
15. Li HX, Zheng CY, Wang S, Wu K, Wang E, P Wu, Geng Z, Chen X, Zhou XH*. Relaxing the Accurate Imputation Assumption. Proceedings of the 41st International Conference on Machine Learning, 2024
16. Li HX, Zheng CY, Wang W, Wang E, Feng F, and Zhou XH*. 2024. Denoising Recommendation on Data Missing Not at Random. .In Proceedings of August 25–29, 2024 (KDD). ACM, New York, NY, USA
17. Hu T and Zhou XH*. Debiasing the Conversion Rate Prediction Model in the Presence of Delayed Implicit Feedback. Entropy 2024 Sep 15;26(9):792
18. Song QQ, Hu TB, Liang BS, Li SH, Li Y., Wu JB, Wang S, and Zhou XH*. cascAGS: Comparative Analysis of SNP Calling Methods for Human Genome Data in the Absence of Gold Standard. Interdiscip Sci. 2024 Oct 23.
19. Sun J, Hu W, Zhou XH*. Drug Efficacy Estimation for Follow-on Companion Diagnostic Devices Through External Studies. Stat Med. 2024 Dec 20;43(29):5605-5617
20. Sun J, Tang C, Xie W, Zhou XH*. Nonparametric receiver operating characteristic curve analysis with an imperfect gold standard. Biometrics; 80, Issue 3, September 2024
21. Wang R, Wang Q, Miao W, Zhou XH. Sharp Bounds for Variance of Treatment Effect Estimators in The Presence of Covariates. Statistica Sinica, 34; 999-1021
2023
22. Qiu Y, Sun J, Zhou XH*. Unveiling the Unobservable: Causal Inference on Multiple Derived Outcomes. Journal of the American Statistical Association. 2023;1-12.
23. Miao W*, Hu W, Ogburn E.L., Zhou XH*. Identifying Effects of Multiple Treatments in the Presence of Unmeasured Confounding. Journal of the American Statistical Association. 2023; 16: 1953-1967.
24. Han S, Zhou XH*. Defining estimands in clinical trials: A unified procedure. Statistics in medicine. 2023; 42(12): 1869–1887.
25. Li H, Hu T, Xiong Z, Zheng C, Feng F, He X, Zhou XH*. ADRNet: A Generalized Collaborative Filtering Framework Combining Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction. In Proceedings of the 17th ACM Conference on Recommender Systems. 2023; 682-687. (top computer science conference paper)
26. You C, Ormerod J. T., Li X, Pang CH, Zhou XH*. An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression. Journal of Computational and Graphical Statistics.2023; 32(3): 782–792.
27. Maidman A, Wang L, Zhou XH, Sherwood B*. Quantile Partially Linear Additive Model for Data with Dropouts and an Application to Modeling Cognitive Decline. Statistics in Medicine. 2023; 16: 2729-2745.
28. Li HX , Dai Q, Li Y, Lyu Y, Dong ZH, Zhou XH, Wu P. Multiple Robust Learning for Recommendation. The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23) 2023
2022
29. Wu P, Li H, Deng Y, Hu W, Dai Q, Dong Z*, Sun J, Zhang R, Zhou XH*. On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges. In International Joint Conferences on Artificial Intelligence. 2022. (CCF A, Full, Accept Rate: 18%)
30. Dai Q, Wu P*, Li H, Dong Z, Zhou XH*, Zhang R, Sun J. A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction. Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data Mining. 2022. (CCF A, Full Research, Accept Rate: 15%)
31. Liu X, Sun J, Zhou XH*. A Novel Regression Method for the Analysis of Multireader Multicase-Free-Response Receiver Operating Characteristics Studies. Statistics in Medicine. 2022; 41(16): 3022-3038.
32. He J, Song J, Zhou XH*, Hou Y. A Screening Method for Ultra-High Dimensional Features with Overlapped Partition Structures. Statistical Methods in Medical Research. 2023; 32(1): 22-40.
33. Wang L, Zhou XH*. Comparing the Accuracy of Screening Tests with Verification of Disease Status Restricted to Test Positives. Statistics in Medicine. 2022; 41(6): 994-1008.
34. He Y, Deng Y, You C, Zhou XH*. Equivalence Tests for Ratio of Means in Bioequivalence Studies under Crossover Design. Statistical Methods in Medical Research. 2022; 31(7): 1405-1419.
35. Liu Y*, Ying G, Quinn G, Zhou XH, Chen Y*. Extending Hui-Walter Framework to Correlated Outcomes with Application to Diagnosis Tests of an Eye Disease among Premature Infants. Statistics in Medicine. 2022; 41(3): 433–448.
36. Zhang H, Li Y, Lin Q, Zhou XH*, Feng G. Hypothesis Testing Methods for Multi-Reader Multi-Case Studies. Biostatistics and Epidemiology. 2022; 7(1).
37. Wu P, Tong X, Wang Y, Liang J, Zhou XH*. Robust Quasi-Oracle Semiparametric Estimation of Average Causal Effects. Biostatistics and Epidemiology. 2022; 6(1): 144–163.
38. Tan Y, Zhang Y, Cheng X, Zhou XH*. Statistical Inference Using GLEaM Model with Spatial Heterogeneity and Correlation between Regions. Scientific Reports. 2022; 12(1): 16630.
39. Qian K, Zhou XH*. Weighted Log-Rank Test for Clinical Trials with Delayed Treatment Effect Based on a Novel Hazard Function Family. Mathematics. 2022; 10(15): 2573.
2021
40. Li XY, Miao W*, Lu F, Zhou XH. Improving Efficiency of Inference in Clinical Trials with External Control Data. Biometrics. 2023; 79(1):394-403.
41. Zhou J, Zhou XH, Sun L. Comparison of Two Frameworks for Analyzing Longitudinal Data. Statistical Science. 2021; 36: 4, 530–541.
42. Qiu Y, Tao J, Zhou XH*. Inference of Heterogeneous Treatment Effects Using Observational Data with High-Dimensional Covariates. Journal of the Royal Statistical Society Series B. 2021; 83: 1016-1043.
43. Hattori S, Zhou XH*. Summary Concordance Index for Meta-Analysis of Prognosis Studies with a Survival Outcome. Statistics in Medicine. 2021; 40: 5218–5236.
44. Deng YH, Chen FY, Li Y, Qian KH, Wang R, Zhou XH*. A Powerful Test for the Maximum Treatment Effect in through QT/QTc Studies. Statistics in Medicine. 2021; 40: 1947–1959.
45. Deng Y, Zhou XH*. Caution About Truncation-By-Death in Clinical Trial Statistical Analysis: A Lesson from Remdesivir[J]. China CDC Weekly. 2021; 3(25): 538-540.
46. Qiu Y, Zhou XH*. Inference on Multi-Level Partial Correlations Based on Multi-Subject Time Series Data. Journal of the American Statistical Association. 2021;117(540): 2268–2282.
47. Han S, Cai J, Yang J, Zhang J, Wu Q, Zheng W, Shi H, Ajelli M, Zhou XH*, Yu H*. Time-Varying Optimization of COVID-19 Vaccine Prioritization in the Context of Limited Vaccination Capacity. Nature Communications. 2021; 12(1): 1-10.
48. Li W, Geng Z, Zhou XH*. Causal Mediation Analysis with Sure Outcomes of Random Events Model. Statistics in Medicine. 2021; 40: 3975–3989.
49. Guo W, Zhou XH*, Ma S*. Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve with High-Dimensional Covariates. Journal of American Statistical Association. 2021; 116: 533, 309-321.
2020
50. Fan Y*, Han F*, Li W*, Zhou XH*. On Rank Estimators in Increasing Dimensions. Journal of Econometrics. 2020; 214(2): 379-412.
51. Qiu Y, Zhou XH*. Estimating c-Level Partial Correlation Graphs with Application to Brain Imaging. Biostatistics. 2020; 21: 641-658.
52. Huang Y, Zhou XH*. Identification of the Optimal Treatment Regimen in the Presence of Missing Covariates. Statistics in Medicine. 2020; 20: 353-368.
53. Qin J, You C, Lin Q, Hu T, Yu S, Zhou XH*. Estimation of Incubation Period Distribution of COVID-19 Using Disease Onset forward Time: A Novel Cross-Sectional and Forward Follow-Up Study. Science Advance 2020; 6: Aug. 14. (Web of Science highly cited)
54. Lin Q, Hu T, Zhou XH*. Estimating the Daily Trend in the Size of the COVID-19 Infected Population in Wuhan. Infect Dis Poverty 2020; 9(03): 12-19.
55. You C, Deng Y, Hu W, Sun J, Lin Q, Zhou F, Pang C, Zhang Y, Chen Z, Zhou XH*. Estimation of the Time-Varying Reproduction Number of COVID-19 Outbreak in China. International Journal of Hygiene and Environmental Health. 2020; 228: 113555. (Web of Science Highly Cited)
56. Duan R, Cao M, Ning Y, Zhu M, Zhang B, McDermott A, Chu H, Zhou XH, Moore JH, Ibrahim JG, Scharfstein DO*, Chen Y*. Global Identifiability of Latent Class Models with Applications to Diagnostic Test Accuracy Studies: a Groner Basis Approach. Biometrics. 2020; 76: 98-108.
57. Sun Z, Luo D, Zhou XH, Zhang Q*. Comparative Studies on the Adequacy Check of Parametric Measurement Error Models with Auxiliary Variable. Statistical Papers. 2021; 62:1723–1751.
2019
58. Sheng E., Li W., Zhou XH*. Estimating causal effects of treatment in RCTs with provider subject noncompliance. Statistics in Medicine 2019; 38: 735-750.
59. Fan Y, He M, Su L, Zhou XH*. A Smoothed Q-Learning Algorithm for Estimating Optimal Dynamic Treatment Regimes. Scandinavian Journal of Statistics 2019; 46: 361-660.
60. You C, Lin Q, Zhou XH*. An Estimation of the Total Number of Cases of NCIP (2019-nCoV) — Wuhan, Hubei Province, 2019–2020. China CDC Weekly 2020; 2: 87-91.
2018
61. Wu Y, Li Y, Hou Y, Li K, Zhou XH. Study duration for three-arm non-inferiority survival trials designed for accrual by cohorts. Statistical Methods in Medical Research 2018; 27: 507-520.
62. Yu D, Ding C, He N, Wang R, Zhou XH, Shi L. Robust estimation confidence interval in meta-regression models. Computational Statistics Data Analysis 2019; 129: 93-118.
63. Wang Z, Zhou XH. Biomarker assessment combination with differential covariate effects an unknown gold standard, with an application to Alzhiemer's disease. Annals of Applied Statistics 2018; 12: 1204-1227.
64. Liu M, He M, Zhou XH. Modeling Individualized Coefficient Alpha to Measure Quality of Test Score Data. Statistics in Medicine 2018; 37:3230-3243.
65. Zhu K, Huang Y, Zhou XH*. Tree-based ensemble methods for individualized treatment rules. Biostatistics & Epidemiology 2018; 2: 61-83.
66. Taylor L, Zhou XH, Rise P. A Tutorial in Assessing Disclosure Risk in Microdata. Statistics in Medicine 2018; 37: 3693-3706.
67. Yin Y, Cai Z, Zhou XH*. Using secondary outcome to sharpen bounds for treatment harm rate in characterizing heterogeneity. Biometrical Journal 2018; 60: 879-892.
68. Yin Y, Zhou XH, Geng Z., Lu F. Assessing the heterogeneity of treatment effects by identifying the treatment benefits harm rate. Statistica Sinica 2018; 28: 137-156.
2017
69. Ma Y, Zhou XH*. Treatment selection in a randomized clinical trial via covariate-specific treatment effect curves. Statistical methods in medical research 2017; 26: 124-141.
70. Zheng C, Zhou XH*. Causal mediation analysis on failure time outcome without sequential ignorability. Lifetime Data Analysis 2017; 23: 533-559.
71. Han K, Zhou XH*, Liu B. CSTE Curve for Selection the Optimal Treatment When Outcome Is Binary. SCIENCE SINICA Mathematica 2017; 4: 43-60.
72. Wang L*, Richardson T, Zhou XH. Causal analysis of ordinal treatments and binary outcomes under truncation by death. Journal of Royal Statistical Society Series B 2017; 79: 719-735.
73. Wang L*, Zhou XH, Richardson TS. Identification Estimation of Causal Effects with Outcomes Truncated by Death. Biometrika 2017; 104: 597–612.
2016
74. Sheng E, Witten D., Zhou XH*. Hypothesis testing for differentially correlated features. Biostatistics 2016; 17: 677-691.
75. Jin Y, Su Y, Zhou XH, Huang S. Heterogeneous multimodal biomarkers analysis for Alzheimer's disease via Bayesian network. EURASIP Journal on Bioinformatics and Systems Biology 2016; 1: 1-12.
76. Wang X, Beste LA, Maier MM, Zhou XH*. Double robust estimator of average causal treatment effect for censored medical cost data. Statistics in Medicine 2016; 35: 3101-3116.
77. Wang XN, Zhou V, Liu Q, Gao Y, Zhou XH*. Evaluation of the accuracy of diagnostic scales for a syndrome in Chinese medicine in the absence of a gold standard. Chinese Medicine 2016; 11: 35.
78. Ding P, Chen H, Geng Z, Zhou XH. Semiparametric Inference of Complier Average Causal Effect with Nonignorable Missing Outcomes. ACM Transactions on Intelligent Systems Technology 2016; 1:15.
79. Bu Y, Zhou XH*. Statistical Evaluation of Drug Efficacy for Bridging Study in Companion Diagnostic Test Trials. Journal of Biopharmaceutical Statistics 2016, 26: 1118-1124.
80. Hattori S, Zhou XH. Evaluation of predictive capacities of biomarkers based on research synthesis. Statistics in Medicine 2016; 35: 4559-4572.
81. Hattori S, Zhou XH. Time-dependent summary receiver operating characteristics for meta-analysis of prognostic studies. Statistics in Medicine 2016; 35: 4746-4763.
2015
82. Chen BJ, Zhou XH*, Chan G. Pseudoempirical-likelihood-based method using calibration for longitudinal data with dropout. Journal of the Royal Statistical Society Applied Statistics Series C 2015; 64: 157-174.
83. Jin ZC, Zhou XH*, He J. Statistical methods for dealing with publication bias in meta-analysis. Statistics in Medicine 2015; 34:343-360.
84. Zheng C, Zhou XH. Causal Mediation Analysis in Multi-level Intervention Multi- component Mediator Case. Journal of Royal Statistical Society Series B 2015; 77: 581-615.
85. Ding XB, Zhou XH*, Wang Q. A partially linear single-index transformation model its nonparametric estimation. Canadian Journal of Statistics 43; 97-117.
86. Wang X, Wang Q, Zhou XH. Partially varying coefficient single-index additive hazard models. Annals of the Institute of Statistical Mathematics 2015; 67: 817-841.
87. Liu W, Zhang B. Zhang Z, Chen B., Zhou XH (2015). A pseudo-likelihood approach for estimating diagnostic accuracy of multiple binary medical tests. Computational Statistics Data Analysis, 84, 85-98.
88. Kim E, Zheng D, Zhou XH. Semiparametric transformation models for multiple continuous biomarkers in ROC analysis. Biometrical Journal. 2015; 57:808-33.
89. Wu Y., Zhao L., Hou Y, Li, K, Zhou XH. Correcting for non-compliance in randomized non-inferiority trials with active placebo control using structural models. Statistics in Medicine 2015; 34: 950-965.
2014
90. Bin Peng, Dianwen Zhu, Xiaowei Yang, Ling Liu, Wenquan Huang, Zhou XH, Dong Yi. An extended association rule mining strategy for gene relationship discovery from microarray data. Journal of Statistical Computation Simulation 2014; 84: 384-396.
91. Lai P, Wang Q, Zhou XH*. Variables Selection Semiparametric Efficient Estimation for the heteroscedastic partially linear single-index model. Computational Statistics Data Analysis 2014; 70: 241–256.
92. Sheng E, Zhou XH, Chen H., Hu G., Duncan A. A new synthesis analysis method for developing a multivariate logistic regression prediction model. Statistics in Medicine 2014; 33: 2567-1576.
93. Lin H., Ling Zhou L, Zhou XH*. Semiparametric regression analysis of longitudinal skewed data. Scandinavian Journal of Statistics 2014; 41: 1031-1050.
94. Zhao X., Chen F., Feng Z. , Li XS*, Zhou XH*. The temporal lagged association between meteorological factors malaria in 30 counties in south-west China: a multilevel distributed lag non-linear analysis. Malaria Journal. 2014; 13: 57.
95. Zhao X, Cao M, Feng HH, Fan H, Feng Z, Li XS*, Zhou XH*. Japanese Encephalitis Risk Contextual Risk Factors in Southwest China: A Bayesian Hierarchical Spatial Spatiotemporal Analysis. International Journal of Environmental Research Public Health 2014; 11: 4201-4217.
96. Jin ZC, Wu C, Zhou XH*, He C*. A modified regression method to test publication bias in meta-analyses. BMC Medical Research Methodology 2014, 14:132-141.
97. Zhang T, Zhang X, Ma Y, Zhou XH, Liu Y, Feng Z. Bayesian Spatio-temporal Random Coefficient Time Series (BaST-RCTS) model of infectious disease. Mathematical Biosciences 2014; 93-100.
2013
98. Tang L, Zhou XH. A general framework of marker validation designs with optimal allocation. Statistics in Medicine 2013; 32 (4): 620–630.
99. Liu D, Zhou XH. ROC Analysis in Biomarker Combination with Covariate Adjustment. Academic Radiology. 2013; 20(7): 874–882.
100. Liu D, Zhou XH. Covariate adjustment in estimating the area under ROC curve with partially missing gold standard. Biometrics 2013; 69: 91-100.
101. Chen BJ, Zhou XH. Generalized Partially Linear Models for Incomplete Longitudinal Data In the Presence of Population-Level Information. Biometrics 2013; 69(2):386-95.
102. Chen BJ, Zhou XH*. A Correlated Random Effects Model for Non-homogeneous Markov Processes with Nonignorable Missingness. Journal of Multivariate Analysis 2013; 117: 1–13.
103. Sachs M, Zhou XH. Partial summary measures of the predictiveness curve. Biometrical Journal 2013; 55(4):589-602
104. Duan XG, Zhou XH*. Composite quantile regression for the receiver operating characteristic curve. Biometrika 2013; 100: 889-900.
105. Li X, Zhou XH, Tian L. Interval Estimation for the Mean of Lognormal Data with Excess Zeros. Statistics Probability Letters 2013; 83:2447–2453.
106. Sherwood B, Wang L, Zhou XH. Weighted Quantile Regression for Analyzing Health Care Cost Data with Missing Covariates. Statistics in Medicine 2013; 32: 4967-4979.
2012
107. Rajan KB, Zhou XH. Semi-parametric area under the curve regression method for diagnostic studies with ordinal data. Biometrical Journal. 2012; 54: 143-156.
108. Zhou XH, Chen B., Xie YM, Tian F., Liu H., Liang X. Variable selection using the optimal ROC curve: An application to a Traditional Chinese Medicine study on osteoporosis disease. Statistics in Medicine. 2012; 31: 628-635.
109. Zhou XH, Cai B.J., Li S. L., Xie YM*, Pei Y., Tian F., Fan N, Li J. P. Building a disease risk model of osteoporosis based on traditional Chinese medicine symptoms and western medicine risk factors. Statistics in Medicine. 2012; 31: 643-652.
110. Shuai P, Zhou XH*, Lao L, Li X. Issues of design and statistical analysis in controlled clinical acupuncture trials: An analysis of English-language reports from Western journals. Statistics in Medicine. 2012; 31: 606-618
111. Feng P, Fan MY, Zhou XH, Zou QM, Li XS. Generalized propensity score for estimating the average treatment effect of multiple treatments. Statistics in Medicine. 2012; 31: 681-697.
112. Wang ZY, Zhou XH*. Random effects models for assessing diagnostic accuracy of traditional Chinese doctors in absence of a gold standard. Statistics in Medicine. 2012; 31: 661-671.
113. Zhou XH*, Ma Y. BATE curve in assessment of clinical utility of predictive biomarkers. Science China Mathematics. 2012; 55: 1529-1552.
114. Li JL, Zhou XH, Fine JP. A regression approach to ROC surface, with applications to Alzheimer's disease. Science China Mathematics. 2012; 55: 1583-1595.
115. Song X, Zhou XH, Ma S. Nonparametric receiver operating characteristic-based evaluation for survival outcomes. Statistics in Medicine. 2012; 2660-26675.
116. Tang L, Zhou XH*. A Semiparametric Separation Curve Approach for Comparing Correlated ROC Data From Multiple Markers. Journal of Computational and Graphical Statistics. 2012; 21:662-676.
117. Lin H, Zhou XH, Li G. A direct semiparametric receiver operating characteristic curve regression with unknown link and baseline functions. Statistical Sinica. 2012; 22: 1427-1456.
118. Skaron A, Li K, Zhou XH*. Statistical Methods for MRMC ROC Studies. Academic Radiology. 2012; 19(12): 1499-1507.
119. Chen BJ*, Zhou XH. A Latent-Variable Marginal Method for Multi-Level Incomplete Binary Data. Statistics in Medicine. 2012; 31 (26): 3211–3222.
120. Tang L, Liu A.*, Schisterman E. F., Zhou XH. Homogeneity tests of Clustered Diagnostic Markers with Applications to the BioCycle Study. Statistics in Medicine. 2012; 31 (28): 3638–3648.
2011
121. Taylor L*, Zhou XH. Methods for clustered encouragement design studies with noncompliance and missing data. Biostatistics. 2011; 12: 313-326
122. Lin H, Zhou L, Peng H, Zhou XH*. Selection and combination of biomarkers using the optimal ROC curve for disease classification and prediction. Canadian Journal of Statistics. 2011; 39(2): 324-343.
123. Liu D, Zhou XH. Nonparametric estimation of the covariate-specific ROC curve in presence of ignorable verification bias. Biometrics. 2011; 67: 906-916.
124. Wang ZY, Zhou XH*, M. Wang. Evaluation of diagnostic accuracy in detecting ordered symptom statuses without a gold standard. Biostatistics. 2011; 12: 567-581.
125. Hubbard R., Zhou XH. A comparison of non-homogeneous Markov regression models with application to Alzheimer's disease progression. Journal of Applied Statistics. 2011; 38: 2313-2326.
126. Chen BJ, Zhou XH. Doubly robust estimates for longitudinal data analysis with missing response and missing covariates. Biometrics. 2011; 67: 830-842
127. Ding P, Geng Z, Yan W, Zhou XH*. Identifiability and Estimation of Causal Effects by Principal Stratification with Outcomes Truncated by Death. Journal of the American Statistical Association. 2011; 106: 1578-1591.
128. Song X*, Zhou XH. Evaluating Markers for Treatment Selection Based on Survival Time. Statistics in Medicine. 2011; 30: 2251-2264.
129. Chen BJ*, Zhou XH. Non-homogeneous Markov process models with incomplete observations: application to a dementia disease study. Biometrical Journal. 2011; 3: 444-463.
130. Tang, L, Ming, T, Zhou, XH. A Sequential Conditional Probability Ratio Test Procedure for Comparing Diagnostic Accuracy. Journal of Applied Statistics. 2011; 38: 1623–1632.
2010
131. Wang H, Zhou XH*. Quantile regression for estimating conditional means of health care costs. Biometrika. 2010; 97: 147-158.
132. Lin HZ, Liu D, Zhou XH*. A correlated random-effects model for normal longitudinal data with nonignorable missingness. Statistics in Medicine. 2010; 29:236-247.
133. Liu D, Zhou XH. A model for adjusting for nonignorable verification bias in estimation of the ROC curve and its area with likelihood-based approach. Biometrics. 2010; 66: 1119-1128
134. Young K, Laird A., Zhou XH*. The efficiency of clinical trial designs for predictive biomarker validation. Clinical Trials. 2010; 7 (5): 557-566.
2009
135. Taylor L, Zhou XH. Multiple imputation methods for treatment noncompliance and missing data. Biometrics. 2009; 65: 88-95.
136. Zhou XH*, Lin H, Eric Johnson. Nonparametric heteroscedastic transformation regression models for skewed data with an application to health care costs. Journal of Royal Statistical Society Series B. 2009; 70: 1029-1047
137. Taylor L, Zhou X. Relaxing latent ignorability in the ITT analysis of randomized studies with missing data and noncompliance. Statistica Sinica. 2009; 19: 749-764. .
138. Tang L, Zhou XH. Semiparametric inferential procedures for comparing multivariate ROC curves with interaction terms. Statistica Sinica. 2009; 19: 1203-1221.
139. Zhou XH*, Hu N., Hu G., Root M. Synthesis analysis of regression models with a continuous outcome. Statistics in Medicine. 2009; 28: 1620-1635.
140. Chen H, Geng Z, Zhou XH*. Identifiability and estimation of causal effects in randomized trials with noncompliance and completely nonignorable missing data. Biometrics. 2009; 65:675-691.
141. Hsieh H. N., Su H.Y., Zhou XH*. Interval estimation for the difference in paired areas under the ROC curves in the absence of a gold standard test. Statistics in Medicine. 2009; 28: 3108-3123.
142. Lin H, Zhou XH*. A Semi-parametric two-part mixed-effects heteroscedastic transformation model for correlated right-skewed semi-continuous data. Biostatistics. 2009; 10(4): 640-658.
143. Li J, Zhou XH. Nonparametric and semiparametric estimation of the three way receiver operating characteristic surface. Journal of Statistical Planning and Inference. 2009; 139(12): 4133-4142.
2008
144. Zhou XH*, Li, CM, Yang Z. Improving interval estimation of binomial proportions. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A. 2008, 366: 2405-2418.
145. Zhou XH *, Cheng H. A computer program for estimating the re-transformed mean in heteroscedastic two-part transformation models. Computer Methods and Programs in Biomedicine. 2008; 90: 210-216.
146. Song X., Zhou XH. A semiparametric approach for the covariate specific ROC curve with survival outcomes. Statistica Sinica. 2008, 8: 947-965.
147. Chi YY, Zhou XH. Receiver operating characteristic surfaces in the presence of verification bias. Journal of Royal Statistical Society Series. 2008; 57: 1-23.
148. Tang L., Emerson S., Zhou XH*. Nonparametric and semiparametric group sequential methods for comparing accuracy of diagnostic tests. Biometrics. 2008； 64: 1137-1145.
149. Zhou XH*, Lin H. Semi-parametric maximum likelihood estimates for ROC curves of continuous-scale tests. Statistics in Medicine. 2008; 27: 5271-5290.
150. Chi YY, Zhou XH. The need for reorientation toward cost-effective prediction. Statistics in Medicine. 2008; 27: 182-184.
2007
151. Mercaldo N, Lau KF, Zhou XH*. Confidence intervals for predictive values with an emphasis to case control studies. Statistics in Medicine. 2007; 26(10): 2170-2183.
152. Harel O, Zhou XH. Multiple imputation: Review of theory, implementation, and software. Statistics in Medicine. 2007, 26(16): 3057-3077.
153. Harel O, Zhou XH. Multiple imputation for the comparison of two screening tests in two- phase Alzheimer studies. Statistics in Medicine. 2007, 26(11): 2370-2388.
154. Song X, Ma S, Huang J, Zhou XH. A semiparametric approach for the nonparametric transformation survival model with multiple covariates. Biostatistics. 2007, 8(2): 197-211.
155. Wang L, Zhou XH*. Assessing the adequacy of variance function in heteroscedastic regression models. Biometrics. 2007; 63: 1218-1225.
156. Zhou XH*, Li SM, Gatsonis CA. Wilcoxon-based group sequential designs for comparisons of areas under two correlated ROC curves. Statistics in Medicine. 2007; 27: 213-223.
2006
157. Welsh A, Zhou XH*. Estimating the retransformed mean in a heteroscedastic two-part model. Journal of Statistical Planning and Inferences. 2006; 136(3): 860-881.
158. Zhou XH*, Liang H. Semi-parametric single-index two-part regression models for health care costs with zero values. Computational Statistics & Data Analysis. 2006;50(5): 1378-1390.
159. Chen YH, Zhou XH*. Interval estimates for the ratio and difference of two lognormal means. Statistics in Medicine. 2006; 25: 4099-4113.
160. Qin G, Zhou XH. Empirical likelihood inference for the area under the ROC curve. Biometrics. 2006; 62: 613-622.
161. Harel O, Zhou XH*. Multiple imputation for correcting verification bias. Statistics in Medicine. 2006; 25: 3769-3786.
162. Dinh P, Zhou XH*. Nonparametric statistical methods for cost-effectiveness analyses. Biometrics. 2006; 62: 576-588.
163. Zhou XH, Qin G, Lin H, Li G. Inferences in censored cost regression models with empirical likelihood. Statistica Sinica. 2006; 16: 1213-1232.
164. Zhou XH*, Qin G, Maciejewski ML. Estimating the VA health care cost using a semi-parametric heteroscedastic two-part model. Health Services and Outcomes Research Methodology. 2006; 6: 69-80.
165. Zhou XH*, Li SM. ITT analysis of randomized encouragement design studies with missing data. Statistics in Medicine. 2006; 25: 2737-2761.
2005
166. Wang L and Zhou XH*. A Fully nonparametric diagnostic test for homogeneity of variance. The Canadian Journal of Statistics. 2005; 33: 545-558.
167. Zhou XH, Qin S. Improved confidence intervals for the sensitivity at a fixed level of specificity of a continuous-scale diagnostic test. Statistics in Medicine. 2005; 24: 465-477.
168. Zhou XH, Qin GS. A new confidence interval for the difference between two binomial proportions of paired data. Journal of Statistical Planning and Inference. 2005; 128: 527-542.
169. Zhou XH and Dihn P. Nonparametric confidence intervals for one and two-sample problems. Biostatistics. 2005; 6:187-200.
170. Song X. and Zhou XH*. A marginal model approach for analysis of multi-reader multi-test receiver operating characteristic (ROC) data. Biostatistics. 2005; 6: 303-312.
171. Zhou XH*, Castelluccio P, and Zhou C. Nonparametric estimation of ROC curves in the absence of the gold standard. Biometrics. 2005; 61: 600-609.
172. Qin G, Hsu YS, Zhou XH*. New confidence intervals for the difference between two sensitivities at a fixed level of specificity. Statistics in Medicine. 2005; 25: 3487-3502.
173. Wang L, Zhou XH*. A Fully Nonparametric Diagnostic Test for Homogeneity of Variance. The Canadian Journal of Statistics. 2005; 33: 545-558.
2004
174. Peng L, Zhou XH*. Local linear smoothing of receiver operating characteristic (ROC) curves. Journal of Statistical Planning and Inference. 2004; 118: 129-143.
175. Zhou XH*, Qin GS, Tsao M. New intervals for the difference between two binomial proportions. Journal of Statistical Planning and Inference. 2004; 123: 97-115.
176. Zhou XH*, Castellucio P. Adjusting for non-ignorable verification bias in clinical studies for Alzheimer's disease. Statistics in Medicine. 2004; 23: 221-230.
177. Lui KJ and Zhou XH*. Testing non-inferiority (and equivalence) between two diagnostic procedures in paired-sample ordinal data. Statistics in Medicine. 2004; 28: 545-549.
178. Lui KJ, Zhou XH, and Lin CD. Testing Equality between Two Diagnostic Procedures in Paired- Sample Ordinal Data. Biometrical Journal: Journal of Mathematical Methods in Biosciences. 2004; 46: 642-652.
179. Ren H, Zhou XH, and Liang H. A Flexible Method for Estimating ROC Curve. Journal of applied statistics. 2004; 31: 773-784
180. Jiang H and Zhou XH*. Bootstrap confidence intervals for medical costs with censored observations. Statistics in Medicine. 2004; 18: 3365-3376.
2003
181. Hall P and Zhou XH (Alphabetical Order). Nonparametric estimation of component distributions in a multivariate mixture. The annals of Statistics. 2003; 31: 201-224.
182. Zhou XH*, Castellucio P. Nonparametric analysis for the ROC areas of two diagnostic tests in the presence of nonignorable verification bias. Journal of Statistical Planning and Inference. 2003; 115: 193-213.
183. Zhou XH* and Ramsey S. Assessing the equality of means of health care costs. Expert review of Pharmacoeconomics and Outcomes Research. 2003; 3: 561-567.
2002
184. Zhang DD, Zhou XH, Freeman DH, Freeman JL. A non-parametric method for the comparisons of partial areas under ROC curves and its application to large health care data sets. Statistics in Medicine. 2002; 21: 701-715.
185. Zhou XH, Harezlak J. Comparison of kernel smoothing method for ROC curves. Statistics in Medicine. 2002; 21: 2045 - 2055.
186. Zhou XH. Inferences about population means of health care costs. Statistical Methods in Medical Research. 2002; 11: 327-339.
187. Frangakis CE, Rubin DB, Zhou XH*. Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Biostatistics (with Discussion). 2002; 3: 147-164.
188. Frangakis CE, Rubin DB, Zhou XH*. Rejoinder to discussions on clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms. Biostatistics. 2002; 3: 173-177.
189. Obuchowski N, Zhou XH*. Prospective studies of diagnostic test accuracy when disease prevalence is low. Biostatistics. 2002; 3: 477-492.
190. Tu W, Zhou XH*. A bootstrap confidence interval procedure for the treatment effect using propensity score subclassification. Health Services and Outcomes Research Methodology. 2002; 3:135-147.
2001
191. Zhou XH, Li C, Gao S, Tierney WM. Methods for testing equality of means of health care costs in a paired design study. Statistics in Medicine. 2001; 20: 1703-1720.
192. Zhou XH, Eckert G, Tierney WM. Multiple imputation in public health research. Statistics in Medicine. 2001; 20: 1541-1549.
193. Zhou XH, Stroupe KT, Tierney WM. Regression analysis of health care charges with heteroscedasticity. Journal of the Royal Statistical Society: Series C (Applied Statistics). 2001; 50(3): 303-312.
2000
194. Zhou XH, Higgs RE. Assessing the relative accuracies of two screening tests in the presence of verification bias. Statistics in Medicine. 2000; 19: 1697-1705.
195. Zhou XH, Gao S. One-sided confidence intervals for means of positively skewed distributions. The American Statistician. 2000; 54: 100-104.
196. Zhou XH, Tu W. Confidence intervals for the mean of diagnostic test charge data containing zeros. Biometrics. 2000; 56: 1118-1125.
197. Zhou XH, Tu W. Interval estimation for the ratio in means of log-normally distributed medical costs with zero values. Computational statistics & data analysis. 2000; 35(2): 201-210.
198. Hirano K, Imbens GW, Rubin DB, Zhou XH*. Assessing the effect of an influenza vaccine in an encouragement design. Biostatistics. 2000; 1: 69-88.
199. Rodenberg CA, Zhou XH*. ROC curve estimation when covariates affect the verification process. Biometrics. 2000; 56: 1256-62.
200. Tu W, Zhou XH*. Pairwise comparisons of the means of skewed data. Journal of Statistical Planning and Inference. 2000; 88: 59-74.
201. Perkins SM, Tu W, Underhill MG, Zhou XH*, Murray MD. The use of propensity scores in pharmacoepidemiologic research. Pharmacoepidem & Drug Safety. 2000; 9: 93-101.
1999
202. Zhou XH, Brizendine EJ, Pritz MB. Methods for combining rates from several studies. Statistics in Medicine. 1999; 18: 557-566.
203. Zhou XH, Castellucio P, Hui SL, Rodenberg CA. Comparing two prevalence rates in a two-phase design study. Statistics in Medicine. 1999; 18: 1171-1182.
204. Zhou XH, Tu W. Comparison of several independent population means when their samples contain non-zero log-normal and possibly zero observations. Biometrics. 1999; 55: 645-651.
205. Zhou XH, Perkins AJ, Hui SL. Comparisons of software packages for generalized linear multilevel models. The American Statistician. 1999; 53: 282-90.
206. Tu W, Zhou XH*. A Wald test comparing medical costs based on log-normal distributions with zero value costs. Statistics in Medicine 1999; 18: 2749-2762.
1998
207. Zhou XH. Estimation of the lognormal mean. Statistics in Medicine. 1998; 17: 2251-2264.
208. Zhou XH, Higgs R. COMPROC and CHECKNORM: Computer programs for comparing accuracies of diagnostic tests using roc curves in the presence of verification. Computer Methods and Programs in Biomedicine. 1998; 57: 179-186.
209. Zhou XH. Estimating the mean value of occupational exposures. American Industrial Hygiene Association Journal. 1998; 59: 785-788.
210. Zhou XH, Rodenberg CA. Estimating an ROC curve in the presence of non-ignorable verification bias. Communications in Statistics-Theory and Methods. 1998; 27: 635-637.
211. Zhou XH. Comparing accuracies of two screening tests in a two-phase study for dementia. Journal of the Royal Statistical Society Series C: Applied Statistics. 1998; 47: 135-147.
212. Zhou XH. Comparing correlated areas under the ROC curves of two diagnostic tests In the presence of verification bias. Biometrics. 1998; 54: 453-470.
213. Zhou XH. Correcting for verification bias in studies of a diagnostic test’s accuracy. Statistical Methods in Medical Research. 1998; 7: 337-53.
214. Hui SL, Zhou XH. Evaluation of diagnostic tests without gold standards. Statistical Methods in Medical Research. 1998; 7:354-70.
1997
215. Zhou XH, Melfi CA, Hui SL. Methods for comparison of Cost Data. Annals of Internal Medicine. 1997; 127: 752-756.
216. Zhou XH, Gao S, Hui SL. Methods for comparing the means of two independent log-normal samples. Biometrics. 1997; 53: 1129-1135.
217. Zhou XH, Gao S. Confidence intervals for the lognormal mean. Statistics in Medicine. 1997; 16: 783-790.
218. Gao S, Zhou XH*. An empirical comparison of two semi-parametric approaches for modeling multivariate failure time data. Statistics in Medicine. 1997; 16: 2049-2062.
219. Hui SL, Gao S, Zhou XH, Johnston Jr CC, Lu Y, Gluer CC, Grampp S, Genant H. Optimal universal standardization of multiple measurements: Application to dual-energy X-ray absorptiometry. Journal of Bone and Mineral Research. 1997; 12: 1463-1470.
1996
220. Zhou XH. Empirical Bayes combination of estimated areas under the ROC curves using estimating equations. Medical Decision Making. 1996; 16: 24-28.
221. Zhou XH. A nonparametric maximum likelihood estimator for the receiver operating characteristic curve area in the presence of verification bias. Biometrics. 1996; 52: 299-306.
222. Zhou XH, Gastonis CA. A simple method for comparing correlated ROC curves using incomplete data. Statistics in Medicine. 1996; 15: 1687-1693.
223. Zhou XH, Katz BP, Holleman E, Melfi CA, Dittus R. An empirical Bayes method for studying variation in knee replacement rates. Statistics in Medicine. 1996; 15: 1875-1884.
1995
224. Zhou XH. Testing an underlying assumption on a ROC curve based on rating data. Medical Decision Making. 1995; 3: 276-282.
1994
225. Zhou XH. Effect of verification bias on positive and negative predicted values. Statistics in Medicine. 1994; 3: 1737-1745.
1993
226. Zhou XH. Maximum likelihood estimators of sensitivity and specificity corrected for verification bias. Communications in Statistics-Theory and Methods. 1993; 22: 3177-3198.
1992
227. Zhou XH, Blumenthal S. Two-stage reliability tests for new series systems. Journal of statistical planning and inference. 1992; 33: 345-366.
Medical Science
2025
228. Yang Z, Qi Y, Sun J, Liu J, Wang M, Deng Q, Hao Y, Yang N, Ji Z, Zhou XH, Liu J. Disentangling the inverse LDL-C-hemorrhagic stroke association in Chinese adults with hypertension: findings from the Chinese Multi-provincial Cohort Study. American journal of epidemiology. 2025 May;194(5):1389-98.
229. Deng Y, Li S, Li J, Tao X, Li Y, You C, Zhou X. Enhancing mortality prediction in intensive care units: improving APACHE II, SOFA, and SAPS II scoring systems using long short-term memory. Internal and Emergency Medicine. 2025 May 5:1-0.
230. Zhou H, Shi Y, Zhou X. Comparison of nine insulin resistance surrogates for predicting cardiovascular disease: a cohort study. Diabetology & Metabolic Syndrome. 2025 Aug 31;17(1):365.
231. Xu Q, Li Y, Xin B, Wang C, Tao X, Li S, Xiong H, Zhou X, Wang L, Zhao W. An international prognostic index to predict the early chemoimmunotherapy failure of diffuse large B-cell lymphoma. Annals of Hematology. 2025 Sep 10:1-1.
2024
232. Yang W, Yi D, Zhou X, Leng Y. Translational analysis of data science and causal learning in real-world clinical evaluation of traditional Chinese medicine. Science of Traditional Chinese Medicine. 2024 Mar 1;2(1):57-65.
233. Li Y, Tao X, Ye S, Tai Q, You YA, Huang X, Liang M, Wang K, Wen H, You C, Zhang Y. A T-cell-derived 3-gene signature distinguishes SARS-CoV-2 from common respiratory viruses. Viruses. 2024 Jun 26;16(7):1029.
234. Xu R, Sheng R, Lin W, Jiang S, Zhang D, Liu L, Lei K, Li X, Liu Z, Zhang X, Wang Y. Mettl3 modulates Ctsk+ lineage supporting cranial osteogenesis via hedgehog. Journal of Dental Research. 2024 Jul;103(7):734-44.
235. Zhang Z, Wang Y, Yang W, Liu T, Wang C, Huang C, Xu Y, Chen X, Zhou J, Wang Y, Zhou X. Metabolomic landscape of renal cell carcinoma in von Hippel-Lindau syndrome in a Chinese cohort. Iscience. 2024 Jul 19;27(7).
2023
236. Wang M, Zhou XH, Curl C, Fitzpatrick A, Vedal S, Kaufman J. Long-term exposure to ambient air pollution and cognitive function in older US adults: the Multi-Ethnic Study of Atherosclerosis. Environmental Epidemiology. 2023 Feb 1;7(1):e242.
237. Han S, Zhang T, Lyu Y, Lai S, Dai P, Zheng J, Yang W, Zhou XH, Feng L. Influenza’s plummeting during the COVID-19 pandemic: the roles of mask-wearing, mobility change, and SARS-CoV-2 interference. Engineering. 2023 Feb 1;21:195-202.
238. Yang Z, Han S, Wu P, Wang M, Li R, Zhou XH, Li H. Modeling posttreatment prognosis of skin lesions in patients with psoriasis in China. JAMA network open. 2023 Apr 3;6(4):e236795-.
239. Liu W, Lin N, Feng X, Xie Y, You C, Zhou X, Song Y, Zhu J. Long-term survival benefit of anti-PD-1 therapy in patients with relapsed or refractory classical Hodgkin lymphoma. Signal Transduction and Targeted Therapy. 2023 Sep 20;8(1):356.
240. Chen H, Wang Y, Ji T, Jiang Y, Zhou XH. Brain functional connectivity‐based prediction of vagus nerve stimulation efficacy in pediatric pharmacoresistant epilepsy. CNS Neuroscience & Therapeutics. 2023 Nov;29(11):3259-68.
241. Lai X, Fang Z, Dong Z, Wu S, Zhou X, Gao Y. A propensity score matched comparison of blood pressure lowering in essential hypertension patients treated with antihypertensive Chinese herbal Medicine: comparing the real-world registry data vs. randomized controlled trial. Clinical and Experimental Hypertension. 2023 Dec 31;45(1):2249269.
242. Zhang D, Wang Y, Meng Z, Feng L, Cao K, Li T, Gao Y, Zhou X, Zhang C. Corrigendum to "Efficacy of Diterpene Ginkgolides Meglumine injection in elderly patients with ischemic stroke: A post hoc analysis of a randomized controlled trial." Phytomedicine. 2023.
2022
243. Li Y, Zhang Y, Liang M, Zhang Y, Ma X, Zhang Y, Zhou XH. Lack of evolutionary changes identified in SARS-CoV-2 for the re-emerging outbreak of COVID-19 in Beijing China. Biosafety and Health. 2022.
244. Wang R, Wang J, Hu T, Zhou XH. Population-Level Effectiveness of COVID-19 Vaccination Program in the United States: Causal Analysis Based on Structural Nested Mean Model. Vaccines. 2022.
245. Zhou F, Hu T, Zhang XY, Lai K, Chen J, Zhou XH. The association of intensity and duration of non-pharmacological interventions and implementation of vaccination with COVID-19 infection, death, and excess mortality: Natural experiment in 22 European countries. Journal of Infection and Public Health. 2022.
246. Zhang D, Wang Y, Meng Z, Feng L, Cao K, Li T, Gao Y, Zhou X, Zhang C. Efficacy of Diterpene Ginkgolides Meglumine injection in elderly patients with ischemic stroke: A post hoc analysis of a randomized controlled trial. Phytomedicine. 2022.
247. Dong R, Hu T, Zhang Y, Li Y, Zhou XH*. Assessing the Transmissibility of the New SARS-CoV-2 Variants: From Delta to Omicron. Vaccines. 2022.
248. Han S, Zhang T, Lyu Y, Lai S, Dai P, Zheng J, Yang W, Zhou XH*, Feng L. Influenza's Plummeting during the COVID-19 Pandemic: The Roles of Mask-Wearing, Mobility Change, and SARS-CoV-2 Interference. Engineering. 2022.
2021
249. Zhang Y, You C, Gai X, Zhou XH. On Coexistence with COVID-19: Estimations and Perspectives. China CDC Weekly. 2021.
250. Yang B, Zhang Z, Chen X, Wang X, Qin S, Du L, Yang C, Zhu L, Sun W, Zhu Y, Zheng Q, Zhao S, Wang Q, Zhao L, Lin Y, Huang J, Wu F, Lu L, Wang F, Zheng W, Zhou XH, Zhao X, Wang Z, Sun X, Ye Y, Wang S, Li Z, Qi H, Zhang Z, Kuang D, Zhang L, Shen Z, Liu W. An Asian-specific variant in human IgG1 represses colorectal tumorigenesis by shaping the tumor microenvironment. Journal of Clinical Investigation. 2021.
251. Guo L, Yi X, Chen L, Zhang T, Guo H, Chen Y, Cheng J, Cao Q, Liu H, Hou C, Qi L, Zhu Z, Liu Y, Kong R, Zhang C, Zhou XH, Zhang Z, Song T, Xue R, Zhang N. Single cell DNA sequencing reveals punctuated and gradual clonal evolution in hepatocellular carcinoma. Gastroenterology. 2021.
2020
252. Fang H, Bonnett T, Brenowitz WD, Teylan MA, Besser LM, Cao K, Kukull WA, Zhou XH, Gao Y, Chen YC, Chan G. Associations between antidepressant use and incident Mild Cognitive Impairment in older adults with depression. PLOS ONE. 2020.
253. You C, Lin Q, Zhou XH*. An Estimation of the Total Number of Cases of NCIP (2019-nCoV) — Wuhan, Hubei Province, 2019–2020. China CDC Weekly. 2020.
254. Zhou F, Zhou XH*. Epidemiological characteristics and factors associated with critical time intervals of COVID-19 in eighteen provinces, China: A retrospective study. International Journal of Infectious Diseases. 2020.
255. Zhang Y, Li Y, Wang L, Li M, Zhou XH*. Evaluating Transmission Heterogeneity and Super-Spreading Event of COVID-19 in a Metropolis of China. International Journal of Environmental Research and Public Health. 2020.
2018
256. Beste L, Chapko M, Zhou XH, Lee S, Esng X, Maier M. Hepatitis C cure is associated with decreased healthcare costs in cirrhotics in a retrospective Veterans Affairs cohort. Digestive Diseases and Sciences. 2018.
2016
257. Makarov DV, Hu EY, Walter D, Braithwaite RS, Sherman S, Gold HT, Zhou XH, Gross CP, Zeliadt SB. Appropriateness of Prostate Cancer Imaging among Veterans in a Delivery System without Incentives for Overutilization. Health Services Research. 2016.
258. Besser LM, Litvan I, Monsell SE, Mock C, Weintraub S, Zhou XH, Kukull W. Mild cognitive impairment in Parkinson's disease versus Alzheimer's disease. Parkinsonism and Related Disorders. 2016.
259. Besser LM, Alosco M, Gomez L, Zhou XH, McKee A, Stern R, Gunstad J, Schneider J, Chui H, Kukull W. Late-Life Vascular Risk Factors and Alzheimer’s Disease Neuropathology in Individuals with Normal Cognition. Journal of Neuropathology and Experimental Neurology. 2016.
260. Zhang Y, Zhou XH*, Meranus DH, Wang LB, Kukull WA. Benzodiazepine use and cognitive decline in older adults with normal cognition. Alzheimer Disease and Associated Disorders. 2016.
261. Monsell SE, Dodge HH, Zhou XH, Bu Y, Mock C, Hawes SE, Kukull WA, Weintraub S. Results from the NACC Uniform Data Set neuropsychological battery Crosswalk Study. Alzheimer Disease and Associated Disorders. 2016.
2014
262. Yu MK, Weiss NS, Ding X, Katon WJ, Zhou XH, Young BA. Associations between depressive symptoms and incident ESRD in a diabetic cohort. Clinical Journal of the American Society of Nephrology. 2014.
263. Backhus L, Farjah F, Varghese TK, Cheng AM, Zhou XH, Wood D, Kessler, Zeliadt SB. Appropriateness of imaging for lung cancer staging in a national cohort. Journal of Clinical Oncology. 2014.
264. Luo X, Wang Y, Wang Z, Zhou XH, Zhao J, Suo J, Dong X, Liu M. Effect modification by sex and smoking status in the association of obesity and atopic sensitization: a hospital case-control study in Chinese adults. BMC Public Health. 2014.
265. Zhao X, Chen F, Feng Z, Li XS*, Zhou XH*. Characterizing the effect of temperature fluctuation on the incidence of malaria: an epidemiological study in south-west China using the varying coefficient distributed lag non-linear model. Malaria Journal. 2014.
266. Sun GC, Ding X, Zhou XH, Putiti A, Bradley R. Effects of Yi Ren medical Qigong on body weight in people with Type 2 diabetes mellitus: a secondary analysis of a randomized controlled pilot study. Journal of Integrated Medicine and Therapy. 2014.
2013
267. Sobel M, Moreno K, Yagi M, Kohler T, Tang GL, Clowes A, Zhou XH, Eugenio E. Low Levels of A Natural IgM Antibody are Associated with Vein Graft Stenosis and Failure. Journal of Vascular Surgery. 2013.
2010
268. Hernandez S, McClendon MJ, Zhou XH, Sachs M, Lerner AJ. Pharmacological Treatment of Alzheimer's Disease: Effect of Race and Demographic Variables. Journal of Alzheimer's Disease. 2010.
269. Zhao X, Zhao Q, Chu B, Yang Y, Li F, Zhou XH, Cai J, Cai Z, Yuan C. Prevalence of Compositional Features in Subclinical Carotid Atherosclerosis Determined by High-resolution Magnetic Resonance Imaging in Chinese Patients with Coronary Artery Disease. Stroke. 2010.
2009
270. Luk, AJ, Levin, GP, Moore, EE, Zhou, XH, Kestenbaum, BR, Choi HK. Allopurinol and mortality in hyperuricaemic patients. Rheumatology. 2009;48 (7): 804-806.
271. Hedrick SC, Guihan M, Sullivan JH, Zhou XH, Manheim LM, Forsberg, CW, Mambourg FJ. The Department of Veterans Affairs Assisted Living Pilot Program. Journal of Aging and Health. 2009; 21: 190-207.
272. Chapko MK, Manheim LM, Guihan M, Sullivan JH, Zhou XH, Wang L, Mambourg FJ, Hedrick SC. Assisted Living Pilot Program: Utilization and Cost Finding. Journal of Aging and Health. 2009; 21: 208-225.
273. Estes A, Munson J, Koehler E, Zhou XH, Abbott RD. Parenting stress and psychological functioning among mothers of preschool children with autism and developmental delay Autism. Autism. 2009; 13: 375-387.
2008
274. Koepsell TD, Kurland BF, Zhou XH, Harel O, Kukull WA. Education, cognitive function, and severity of neuropathology in Alzhemier’s disease. Neurology. 2008; 70: 1732-1739.
275. Xi LF, Kiviat NB, Galloway DA, Zhou XH, Ho J, Koutsky LA. Effect of cervical cytologic status on the association between human papillomavirus type 16 DNA load and the risk of cervical intraepithelial neoplasia grade 3. The Journal Of Infectious Diseases. 2008; 198 (3): 324-31.
276. Munson J, Daswon G, Sterling L, Beauchaine T, Zhou XH, Koehler E, Lord C, Rogers S, Sigman M, Estes A, Abbott R. Evidence for latent classes of IQ in young children with autism spectrum disorder. American Journal on Mental Retardation. 2008;113: 439-452.
2007
277. Koepsell TD, Chi YY, Zhou XH, Lee WW, Ramos EM, Kukull WA. An alternative method for estimating efficacy of the AN1792 vaccine for Alzheimer disease. Neurology. 2007; 69(19):1868-72
278. Hedrick S, Chapko M, Manheim L, Sullivan J, Thomas M, Barry S, Zhou XH. Characteristics of residents and providers in the assisted living pilot program. Geronotologist. 2007; 47:365-377.
2005
279. Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, Wolinsky FD. Can computer-generated evidence-based care suggestions enhance evidence-based management of asthma and chronic obstructive pulmonary disease? A randomized, controlled trial. Health Services Research. 2005; 40: 477-98.
280. McFall M, Saxon AT, Thompson CE, Yoshimoto D, Malte C, Strats-Trster K, Kanter E, Zhou XH, Dougherty CM, Steele B. Improving the rates of quitting smoking for Veterans with posttraumatic stress disorder. American Journal of Psychiatry. 2005; 162: 1311-9.
281. Duncan GE, Li SM, Zhou XH. Age and kidney function are the primary correlates of fasting plasma total homocysteine levels in non-diabetic and diabetic adults. Results from the 1999-2002 National Health and Nutrition Examination Survey. Nutrition & Metabolism. 2004; 26: 2-13.
282. Katon WJ, Schoenbaum M, Fan MY, Callahan CM, Williams J, Hunkeler F, Harpole L, Zhou XH, Langston C, Unutzer J. Cost-effectiveness of improving primary care treatment of late-life depression. Archives of General Psychiatry. 2005; 62(12):1313-20.
283. Duncan GE, Li SM, Zhou XH. Cardiovascular fitness among US adults: NHANES 1999-2000 and 2001-2002. Medicine and Science in Sports and Exercise. 2005; 37(8): 1324-8.
2004
284. Subramanian U, Fihn SD, Weinberger W, Plue L, Smith FE, Udris E, McDonell M, Eckert GJ, Temkit M, Zhou XH, Yeung A, Chen L, Tierney MD. A controlled trial of including symptom data in computer-based care suggestions for managing chronic heart failure. American Journal of Medicine. 2004; 116: 375-384.
285. Murray MD, Harris LE, Overhage, Zhou XH, Eckert GJ, Smith FE, Buchanan NN, Wolinsky FD, McDonald CJ, Tierney WM. Failure of Computerized Treatment Suggestions to Improve the Health Outcomes of Outpatients with Uncomplicated Hypertension: Results of a Randomized Controlled Trial. Pharmacotherapy. 2004; 324-337.
286. Tierney WM, Brunt M, Dave S, Kesterson J, Zhou XH, L’Italien G, Lapuerta P. Quantifying risk of adverse clinical events with one set of vital signs among primary care patients with hypertension. Annals of Family Medicine. 2004; 2: 209-217.
287. Duncan GE, Li SM, Zhou XH. Prevalence and trends of a metabolic syndrome phenotype among U.S. Adolescents, 1999-2000. Diabetes Care. 2004; 27: 2438-43.
288. Burman ML, Buchbinder M, Kivlahan D, Broglio K, Zhou XH, Merrill, JO, McDonell, Fihn SD, Bradley K. Alcohol-related advice for Veterans Affairs primary care patients: Who gets it? Who gives it? J Stud Alcohol. 2004; 65: 621-30.
289. Bradley KA, Kivlahan DR, Zhou XH, Sporleder JL, Epler AJ, McCormick K, Merrill JO, McDonell MB, Fihn SD. Using alcohol screening results and treatment history to assess the severity of at-risk drinking in Veterans Affairs primary care patients. Alcohol, Clinical and Experimental Research. 2004; 28: 448-55.
2003
290. Swindle RW, Helmy A, Rao J, Adams L, Zhou XH, Eckert G, Weinberger M. Integrating clinical nurse specialists into primary care: A randomized controlled trial for patients with depression. International Journal of Psychiatry in Medicine. 2003; 33: 17-37.
291. Hedrick SC, Sales AEB, Sullivan J, Gray S, Tornatore J, Curtis M, Zhou XH. Resident outcomes of Medicaid funded community residential care. Gerontologist.2003; 43: 473-482.
292. Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, and Wolinsky FD. Effects of Computerized Guidelines for Managing Heart Disease in Primary Care: A Randomized, Controlled Trial. Journal of General Internal Medicine. 2003; 18(12):967-976.
2001
293. Tierney WM, Dexter PR, Gramelspacher GP, Perkins AJ, Zhou XH, Wolinsky FD. The effect of discussions about advance directives on patients' satisfaction with primary care. Journal of General Internal Medicine. 2001; 16: 32-40.
294. Swindle R, Harris L, Kroenke K, Tu W, Zhou XH. Can mental health treatment be effectively delivered in primary care? A primer for employee benefit design, decision makers and an outcome research example. In I. Farquhar, K. Summers, and A. Sorkin (Eds.) Research in human capital and development. 2001;14: 343-375.
295. Kroenke K, West S, Swindle R, Gilsenan A, Eckert G, Dolor R, Stang P, Zhou XH, Hays R, Weinberger M. Similar effectiveness of paroxetine, fluoxetine, and sertraline in primary care: a randomized trial. The Journal of the American Medical Association. 2001; 286: 2947-2955.
2000
296. Tierney WM, Harris LE, Gaskins DL, Zhou XH, Eckert GL, Bates AS, Wolinsky FD. Restricting Medicaid payments for transportation: effects on inner-city patients' health care. American Journal of the Medical Sciences. 2000; 319: 326-333.
1999
297. Katz BP, Zhou XH, Gao S, Heck DA, Freund DA. Revision rates following staged and simultaneous bilateral knee replacement. Journal of Science Communication. 1999; 6(8):30-34.
298. Swindle R, Harris L, Tu W, Zhou XH. A primary care model of depression screening, physician intervention and outcomes monitoring feedback: intervention process, three month symptoms and service utilization. International Journal in Psychiatry in Medicine. 1999;28(4): 403-404.
299. Smith DM, Zhou XH, Weinbeger M, Smith F, McDonald R. Mail reminders for area-wide influenza vaccination: A randomized control trial. Journal of the American Geriatrics Society. 1999; 47:1-5
300. Murray M, Loos B, Tu W, Eckert G, Nienaber N, Zhou XH, Tierney WM. Work patterns of ambulatory care pharmacists with access to electronic guideline-based treatment suggestions. American Journal of Health-System Pharmacy. 1999;56(3):225-232.
1998
301. Dexter PR, Wolinsky FD, Gramelspacher GP, Zhou XH, Nienaber N, Eckert G, Waisburd M, Tierney WM. Effectiveness of computer-generated reminders to increase discussions about advance directives and completion of advance directive forms. Annals of Internal Medicine. 1998; 128: 102-110.
302. Barkmeier J, Trerotola SO, Wiebke E, Sherman S, Harris VJ, Snidow J, Johnson MS, Rogers W, Zhou XH. Percutanenus radiologic, surgical endoscopic, and percutaneous endoscopic gastrostomy/gastrojejunostomy; Comparative study and cost analysis. Cardiovascular and International Radiology. 1998; 21: 324-328.
303. McMahan DA, Smith DM, Carey MA, Zhou XH. The risk of major hemorrhage for outpatients treated with warfarin. Journal of General Internal Medicine. 1998; 13:311-316.
304. Murray M, Loos B, Tu W, Eckert G, Zhou XH, Tierney WM. Effect on pharmacist work patterns of computer-based prescribing. Journal of the American Medical Informatics Association. 1998; 5:546-553.
1997
305. Ferguson JA*, Tierney WM, Westmoreland GR, Mamlin LA, Segar DS, Eckert GJ, Zhou XH, Martin DK, Weinberger M. Examination of racial differences in management of cardiovascular disease. Journal of the American College of Cardiology. 1997;30:1707-1713.
306. Tierney WM*, Murray MD, Zhou XH. Using computer-based medical records to predict mortality risk for inner-city patients with reactive airways disease. Journal of the American Medical Informatics Association: JAMIA. 1997;4:313-321.
307. Gramelspacher GP, Zhou XH, Hanna MP, Tierney WM*. Preferences of physicians and their patients for end-of-care. Journal of general internal medicine. 1997;12:346-351.
308. Park HM*, Park YH, Zhou XH. Detection of thyroid remnant/metastasis without stunning: an ongoing dilemma. Thyroid. 1997;7:277-279.
309. Overhage JM, Tierney WM, Zhou XH, McDonald CJ*. A randomized trial of "corollary orders" to prevent errors of omission. Journal of the American Medical Informatics Association : JAMIA. 1997;4:364-375.
1996
310. Trerotola SO*, Johnson MS, Schauwecker DS, Davidson DD, Filo RS, Zhou XH, Eckert GJ, Dreesen RG, Calson KA, Forney M. Pulmonary emboli from pulse-spray and mechanical thrombolysis: evaluation with an animal dialysis-graft model. Radiology. 1996;200:169-176.
311. Kuhn-Fulton J*, Trerotola S, Harris V, Snidow J, Johnson M, Carey M, Zhou XH, Lumeng L. Transjugular intrahepatic portosystemic shunt procedure: Efficacy of 10-mm versus 12 mm Wallstents. Radiology. 1996;199:658-664.
312. Broderick LS*, Shemesh J, Wilensky RL, Zhou XH, Torres WE, Balk MA, Rogers WJ, Conces DJ Jr, Kopecky KK. Measurement of coronary artery calcium with dual-slice helical CT compared with coronary angiography: Evaluation of CT scoring methods, interobserver variations and reproducibility. American journal of roentgenology. 1996;167:439-444.
313. Pritz MB*, Zhou XH, Brizendine EJ. Hyperdynamic therapy for cerebral vasospasm: a meta-analysis of 14 studies. Journal of Neurovascular Disease. 1996;1:6-8.
314. Tierney WM*, Takesue BY, Vargo DL, Zhou XH. Using electronic medical records to predict mortality in primary care patients with heart disease: prognostic power and pathophysiologic implications. Journal of general internal medicine. 1996;11:83-91.
315. Ferguson JA*, Suelzer CJ, Eckert G, Zhou XH, Dittus RS. Risk factors for delirium tremens development. Journal of general internal medicine. 1996;11:410-414.
1995
316. Megibow AJ*, Zhou XH, Rotterdam H, Francis IR, Zerhouni EA, Balfe DM, Weinreb JC, Aisen A, Kuhlman J, Heiken JP, Gastonis C, McNeil BJ. Pancreatic adenocarcinoma: CT versus MR imaging in the evaluation of respectability - report of the Radiology Diagnostic Oncology Group. Radiology. 1995;195:327-332.
1994
317. Cavallo A*, Zhou XH. LHRH test in the assessment of puberty in normal children. Hormone research. 1994;41:10-15.
318. Tempany CM*, Zhou XH, Zerhouni EA, Rifkin MD, Quint LA, Picoli C, Ellis J, McNeil BJ. Staging of prostate cancer with MRI; the results of Radiology Diagnostic Oncology Group project: Comparison of different techniques, including the endorectal coil. Radiology. 1994; 192:47-54.
