部分论文 (* Corresponding author, ^# Co-first author)

Ji J, Hou Z, He Y, Liu L, Xue F, Chen H, Yuan Z. Differential network knockoff filter with application to brain connectivity analysis. Statistics in Medicine. 2024, 43(20):3830-3861.

Liu L, Yan R, Guo P, Ji J, Gong W, Xue F, Yuan Z, Zhou X. Conditional transcriptome-wide association study for fine-mapping candidate causal genes. Nature Genetics. 2024, 56(2):348-356.

Liu X, Yuan J, Zhou H, Wang Y, Tian G, Liu X, Wang X, Tang M, Meng X, Kou C, Yang Q, Li J, Zhang L, Ji J*, Zhang H*. Association between systemic lupus erythematosus and primary hypothyroidism: evidence from complementary genetic methods. Journal of Clinical Endocrinology & Metabolism. 2023, 108(4):941-949.

Liu L, Yang F, Fan Y, Kao C, Wang F, Yu L, He Y, Ji J*, Yu Z*. An Improved Training Algorithm Based on Ensemble Penalized Cox Regression for Predicting Absolute Cancer Risk. China CDC Weekly. 2023, 5(9):206.

Han J, Zhang L, Yan R, Ju T, Jin X, Wang S, Yuan Z, Ji J*. CoNet: Efficient Network Regression for Survival Analysis in Transcriptome-Wide Association Studies—With Applications to Studies of Breast Cancer. Genes. 2023,14(3):586.

Liu L, Zhai W, Wang F, Yu L, Zhou F, Xiang Y, Huang S, Zheng C, Yuan Z, He Y, Yu Z*, Ji J*. Using machine learning to identify gene interaction networks associated with breast cancer. BMC cancer. 2022, 22(1):1070.

Chen H^#, Guo Y, He Y, Ji J^#, Liu L, Shi Y, Wang Y, Yu L, Zhang X. Simultaneous Differential Network Analysis and Classification for Matrix-variate Data with application to Brain Connectivity. Biostatistics. 2022, 23(3)3: 967-989.  R package "SDNCMV".

Ji J, He Y, Xie L, Liu L. Brain Connectivity Alternation Detection via Matrix-variate Differential Network Model. Biometrics. 2021, 77:1409-1421.  R package "MVDN" available at https://github.com/jijiadong/MVDN.

He Y, Chen H, Sun H, Ji J*, Shi Y*, Zhang X, Liu L. High-dimensional Integrative Copula Discriminant Analysis for Multi-omics Data. Statistics in Medicine. 2020, 39(30): 4869-4884.

He Y, Sun H, Ji J*, Zhang X. Robust Feature Screening for Multi-response Trans-elliptical Regression Model with Ultrahigh-dimensional Covariates. Random Matrices: Theory and Applications. 2020, 9(4), 2150001.

He Y, Zhang L, Ji J*, Zhang X. Robust feature screening for elliptical copula regression model. Journal of Multivariate Analysis. 2019, 173: 568-582.

He Y, Ji J*, Xie L, Zhang X, Xue F. A new insight into underlying disease mechanism through semi-parametric latent differential network model. BMC bioinformatics. 2018, 19(17): 493.

Ji J, He D, Feng Y, He Y, Xue F, Xie L. JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data. Bioinformatics. 2017, 33(19):3080-3087.  R code available at https://github.com/jijiadong/JDINAC.

Ji J^#, Yuan Z^#, Zhang X, Xue F. A powerful score-based statistical test for group difference in weighted biological networks. BMC bioinformatics. 2016, 17: 86.

Yuan Z, Ji J, Zhang T, Liu Y, Zhang X, Chen W, Xue F. A novel chi-square statistic for detecting group differences between pathways in systems epidemiology. Statistics in Medicine. 2016, 35(29): 5512-5524.