Statistical Methodology

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.

Medical

1. 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.

2. 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.

3. 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.

4. 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.