教育背景

2015.09-2020.04，美国匹兹堡大学公共卫生公司生物统计学专业，哲学博士学位

2013.09-2015.05，美国哥伦比亚大学公共卫生公司生物统计学专业，理学硕士学位

2009.09-2013.04，美国匹兹堡大学医公司免疫学专业，理学硕士学位

2005.09-2009.07，中国农业大学与美国康奈尔大学联合培养动物医学专业，农学、理学学士学位

 

工作经历

2023.08 至今，太阳成集团tyc122cc，副教授

2020.08-2023.08，太阳成集团tyc122cc，讲师

 

研究方向

统计理论：复杂生存数据建模，半参数统计模型，高维变量选择，神经网络生存模型

统计应用：老年失能失智与慢性病的预防与管理，深度学习疾病动态风险预测

 

科研项目

1. 国家自然科学基金，面上项目，主持，2025-2028

2. 国家自然科学基金，青年项目，主持，2022-2024

3. 国家统计局，重点项目，主持，2021-2023

4. 太阳成集团122cc官网入口，新教师启动金项目，主持，2021-2023

 

科研发表

统计方法论文

1. Liu, K., Zu, Y., Yi, D., Ding, Y., Sun, T.* (2025). Neural Network-Based Dynamic Prediction for Interval-Censored Data with Time-Varying Covariates: Application to Alzheimer’s Disease. Statistics in Medicine, 44(15-17), e70190.

2. 李云龙, 王晓军, 孙韬. (2024). 中国老年失能风险研究: 基于删失数据半参转换模型. 统计研究.

3. Sun T., Liang W., Zhang G., Yi, D., Ding, Y., Zhang, L. (2024). Penalised semi-parametric copula method for semi-competing risks data: application to hip fracture in elderly. Journal of the Royal Statistical Society Series C: Applied Statistics.

4. Li, Y., Ren, X., Yu, H., Sun, T.*, Ma, S. (2023). PIN: A penalized integrative deep neural network for variable selection among multiple omics datasets. The 21st Asia Pacific Bioinformatics Conference.

5. Sun, T., Li, Y., Xiao, Z., Ding, Y., Wang, X. (2023). Semiparametric copula method for semi-competing risks data subject to interval censoring and left truncation: Application to disability in elderly. Statistical Methods in Medical Research.

6. Sun, T., Cheng, Y., Ding, Y. (2023). An Information Ratio-based Goodness-of-Fit Test for Copula Models on Censored Data. Biometrics.

7. Sun, T., Ding, Y. (2023). Neural network on interval-censored data with application to the prediction of Alzheimer’s disease. Biometrics.

8. Zhang, J., Siegle, G., Sun, T., D`Andrea, W., Krafty, R. (2023) Interpretable Principal Component Analysis for Multilevel Multivariate Functional Data. Biostatistics.

9. Sun, T., Ding. Y. (2021) Copula-based semiparametric regression model for bivariate data under general interval censoring. Biostatistics. 22(2), 315-330.

10. Sun, T., Wei, Y., Chen, W., Ding, Y. (2020) Genome-wide association study-based deep learning for survival prediction. Statistics in Medicine. Statistics in Medicine. 39(30), 4605-4620.

11. Sun, T., Ding, Y. (2020) CopulaCenR: copula based regression models for bivariate censored data in R. The R Journal. 12(1), 266-282.

12. Sun, T., Liu Y., Cook, R., Chen, W., Ding, Y. (2019) Copula-based score test for bivariate time-to-event data, with application to a genetic study of AMD progression. Lifetime Data Analysis. 25(3), 546-568.

13. Wei, Y., Liu, Y., Sun, T., Chen, W., Ding, Y. (2019) Gene-based association analysis for bivariate time-to-event data through functional regression with copula models. Biometrics. 76(2), 619-629.

 

统计应用论文

14. Grubisha, MJ, Sun, T, Erickson, SL, Helmer, CD, Ding, Y, Homanics, GE, Penzes, P, Wills, ZP, Sweet, RA. (2021). A Kalirin Missense Mutation in Kalirin Enhances Neuronal RhoA Signaling and Leads to Regression of Cortical Dendritic Arbors Across Development. PNAS.

15. Dai, H., Lan, P., Zhao, D., Abou-Daya, K., Liu, W., Chen, W., Friday, A., Williams, A., Sun, T., Chen, J., Chen, W., Mortin-Toth, S., Danska, J., Wiebe, C., Nickerson, P., Nicotra, M., Gingras, S., Kubagawa, H., Shlomchik, M., Oberbarnscheidt, M., Li, X., Lakkis, F. (2020) Paired immunoglobulin-like receptors mediate innate memory to non-self MHC molecules. Science. 368(6495), 1122-1127.

16. Sun, T., Sun, Z., Jiang Y., Ferguson. A., Pilewski, J., Kolls, J., Chen, W., Chen, K. (2019) Transcriptomic responses to Ivacaftor and prediction of Ivacaftor clinical responsiveness. American Journal of Respiratory Cell and Molecular Biology. 61(5), 643-652. (Editorial’s Highlight)

17. Yang, G.,* Sun, T.,* (co-first), Han, Y., Rosser, F., Forno, E., Chen, W., Celedón, J. (2019) Serum cadmium and lead, wheezing and lung function in a nationwide study of adults in the United States. Journal of Allergy and Clinical Immunology: In Practice. 7(8), 2653-2660.

18. Yano, H., Sawant, D., Chikina, M., Zhang, Q., Sun, Z., Sun, T., Chen, W., Workman, C., Vignali, D. (2019) Adaptive plasticity of IL10+ and IL35+ regulatory T cells and their cooperative regulation of anti-tumor immunity. Nature Immunology. 20(6), 724-735.

 

软件包开发

1. 基于Copula的删失数据建模工具包（CopulaCenR），第1发明人，2019年至今，网址https://cran.r-project.org/package=CopulaCenR

2. 基于神经网络的阿尔兹海默病动态风险预测平台，第1发明人，2024年至今，网址http://olap.ruc.edu.cn/

 

教学课程

1. 本科课程：抽样技术、回归分析

2. 研究生课程：生存分析

 

社会兼职

1. 2022.07至今，中国老年学和老年医学学会老龄经济学分会，理事

2. 2024.11-2025.11，中国统计学会残障统计分会，常务理事