马晨瑾

职称职务：博士，讲师，硕士生导师

基本情况

2021/07-至今，北京工业大学，数学统计与力学学院，讲师

2017/09-2019/09．耶鲁大学，公共卫生学院生物统计系，联合培养博士

2014/09-2021/06，中国人民大学，统计学院，硕士博士

2009/09-2014/06．山西医科大学，公共卫生学院，学士

研究方向

生物医学统计，复杂生存数据模型，大数据深度学习，基于健康医学大数据与深度学习的疾病分析、诊断与预测，流行病学数据分析，医疗保险研究。

开设课程

概率论与数理统计，本科

生物统计导论，硕士

承担科研项目

1. 国家自然科学基金青年项目：在贝叶斯时空框架下对传染病传播模型及干预策略优先性的研究(12301371)，主持，2024-2026。

2. 中国博士后科学基金项目: 多指标体系下的传染病加权网络分析，主持，2022。

3. 北京市博士后工作经费资助项目：自然疫源性疾病传播中的动态网络分析，主持，2022。

4. 北京市自然科学基金面上项目：神经动力学驱动的污水处理总磷智能检测与预警方法研究，参与，2023-2025。

代表性论文

1. Ma, C. , Lin, C., Xue Y., Zhang S., Zhang, Q., & Ma, S. (2023) Information-incorporated clustering analysis of disease prevalence trends information-incorporated clustering analysis. The Annals of Applied Statistics. (Accepted)

2. Li, Y., Liang, D., Ma, S., & Ma, C.∗ (2023). Spatio-temporally smoothed deep survival neural network. Journal of Biomedical Informatics, 137, 104255.

3. Wang, L., Zhao, N., ...Ma, C.∗ & Liu, S. (2023). Impact of the COVID-19 pandemic and the dynamic COVID-zero strategy on HIV incidence and mortality in China. BMC Public Health, 23(1), 1-11.

4. Ma, C., Wu, M., & Ma, S. (2022). Analysis of cancer omics data: a selective review of statistical techniques. Briefings in Bioinformatics, 23(2), bbab585.

5. Ma, C., Guo, X., Wang, L., ..., Xu, W. (2022). The impact of the COVID-19 pandemic on the incidence and mortality of zoonotic diseases in China. BMJ global health, 7(1), e007109.

6. Guo, X., Ma, C.#, Wang, L., ..., Xu, W. (2022). The impact of COVID-19 continuous containment and mitigation strategy on the epidemic of vector-borne diseases in China. Parasites & vectors, 15(1), 1-11.

7. He, Y., Ma, C.#, Guo, X., ..., Liu, S. (2022). Collateral Impact of COVID-19 Prevention Measures on Re-Emergence of Scarlet Fever and Pertussis in Mainland China and Hong Kong China. International Journal of Environmental Research and Public Health, 19(16), 9909.

8. Jadhav, S., Ma, C.#, Jiang, Y., Shia, B. C., Ma, S. (2021). Pan-disease clusteringanalysis of the trend of period prevalence. The Annals of Applied Statistics, 15(4),1945-1958.

9. Ma, C., Li, Y., Shia, B.C., Ma, S. (2020). Human disease cost network analysis. Statistics in Medicine. 2020; 1–13.

10. Ma, C., Zhang, Y., Li, Y., …, Ma, S. (2020). Healthcare, insurance, and medical expenditure of the floating population in Beijing, China. Frontiers in Public Health, 8, 375.

11. Ma, C., Xue, Y., Ma, S. (2019). Population-Based Brain Tumor Survival Analysis via Spatial-and Temporal-Smoothing. Cancers, 11(11), 1732.

12. Ma, C., Jiang, Y., Li, Y., Zhang, Y., Wang, X., Ma, S., & Wang, Y. (2019). Healthcare underutilization in middle-aged and elderly adults in China. Public Health, 166, 65-68.

联系方式

电子邮件：machenjin@bjut.edu.cn

地址：北京工业大学数理楼428办公室