【职 称】助理研究员
【学位/学历】博士
【学习经历】
2017/08-2020/08美国圣路易斯大学，生物统计方向，公共卫生学博士
2014/09-2017/06华中科技大学，医院管理学方向，管理学硕士
2010/09-2014/06华中科技大学，卫生事业管理学方向，管理学学士
【工作经历】
2021/03-至今 bbin平台-bbin官网-bbin电子
，博士后
2019/05-2020/12 美国圣路易斯临床流行病学研究中心，生物统计师
2017/08-2019/05 美国圣路易斯大学bbin平台
，研究助理
【学术简历 】
长期从事贝叶斯统计、空气污染健康效应、脑卒中和肾病流行病学以及卫生政策等方向的研究。发表SCI/SSCI和中文学术论文50余篇，包括在JAMA Network Open, Transportation Research Part C: Emerging Technologies, Journal of Quality Technology, International Journal of Integrated Care和Clinical Epidemiology等国际权威期刊上第一作者10余篇。文章近5年被引用超过500次，单篇最高被引用93次。文章得到了Nature, Nature Medicine, BMJ, Circulation Research等杂志的正面引用。为J. Am. Soc. Nephrol., JAMA Netw. Open, Clin. Epidemiol 等18 种英文期刊担任审稿人。
【研究方向】
贝叶斯统计、空气污染流行病、脑卒中和肾病流行病、卫生政策
【论文代表作】
1. Cai, M., Xie, Y., Bowe, B., Yan, Y., Al-Aly, Z.. (2021) “Temporal Trends in Incidence Rates of Lower Extremity Amputation and Associated Risk Factors Among Patients Using Veterans Health Administration Services From 2008 to 2018”, JAMA Network Open. (SCI Q1, IF: 8.483, rank: 15/169) DOI: 10.1001/jamanetworkopen.2020.33953.
2. Cai, M., Alamdar Yazdi, M., Hu, Q., Mehdizadeh, A., Vinel, A., Davis, K.C., Megahed, F.M., Rigdon, S.E.. (2021) “The association between crashes and safety-critical events: synthesized evidence from crash reports and naturalistic driving data among commercial truck drivers”, Transportation Research Part C: Emerging Technologies. DOI: 10.1016/j.trc.2021.103016.
3. Cai, M., Mehdizadeh, A., Hu, Q., Alamdar Yazdi, M., Vinel, A., Davis, K., Megahed, F., Rigdon, S.. (2021) “Hierarchical Point Process Models for Recurring Safety Critical Events Involving Commercial Truck Drivers: A Reliability Framework for Human Performance Modeling”. Journal of Quality Technology. DOI: 10.1080/00224065.2021.1939815.
4. Cai, M., Zhang, B., Yang, R., Zheng, T., Dong, G., Lin, H., Rigdon, S., Xian, H., Hinyard, L., Xaverius, P., Burroughs, T., Liu, E., Jansson, D., Yang, S., Qian, Z.. (2021) “Association between maternal outdoor physical exercise and the risk of preterm birth: a case-control study in Wuhan, China”, BMC Pregnancy and Childbirth. DOI: 10.1186/s12884-021-03678-9.
5. Cai, M., Bowe, B., Xie, Y., Al-Aly, Z.. (2021) “Temporal Trends in COVID-19 Mortality: A Report from the US Department of Veteran Affairs”, BMJ Open. 10.1136/bmjopen-2020-047369.
6. Cai, M., Liu, E., Zhang, R., Lin, X., Rigdon, S.E., Qian, Z., Belue, R., Chang, J.J. (2020) “Comparing the Performance of Charlson and Elixhauser Comorbidity Indices to Predict In-Hospital Mortality Among a Chinese Population”, Clinical Epidemiology. DOI: 10.2147/CLEP.S241610.
7. Mehdizadeh, A., Cai, M., Hu, Q., Alamdar Yazdi, M.A., Mohabbati-Kalejahi, N., Vinel, A., Rigdon, S.E., Davis, K.C. and Megahed, F.M. (2020). “A Review of Data Analytic Applications in Road Traffic Safety. Part 1: Descriptive and Predictive Modeling”, Sensors. DOI: 10.3390/s20041107
8. Cai, M., Liu, E., Li, W. (2018). “Rural Versus Urban Patients: Benchmarking the Outcomes of Patients with Acute Myocardial Infarction in Shanxi, China from 2013 to 2017”, International Journal of Environmental Research and Public Health. DOI: 10.3390/ijerph15091930
9. Cai, M., Liu, E., Tao, H., Qian, Z., Fu, Q., Lin, X., Wang, M., Xu, C., Ni, Z. (2018). “Does A Medical Consortium Influence Health Outcomes of Hospitalized Cancer Patients? An Integrated Care Model in Shanxi, China”, International Journal of Integrated Care. DOI: 10.5334/ijic.3588 (SSCI Q1, IF: 5.120, rank: 5/88)
10. Cai, M., Liu, E., Tao, H., Qian, Z., Lin, X., Cheng, Z. (2018). “Does Level of Hospital Matter? A Study of Mortality of Acute Myocardial Infarction Patients in Shanxi, China”. American Journal of Medical Quality. DOI: 10.1177/1062860617708608
【 参编教材与论著】
Megahed, F.M.∗, Jones-Farmer, L. A., Cai, M., Rigdon, S. E., & Mohamed, M. (2019, August). A Statistical (Process Monitoring) Perspective on Human Performance Modeling in the Age of Cyber-Physical Systems. In International Workshop on Intelligent Statistical Quality Control (pp. 197-228). Springer, Cham.
