个人简介

目前主要研究各类型医学数据的统计分析、数学建模、计算机模拟与人工智能应用，致力于将数理背景应用于临床医学与公共卫生，开拓跨学科的视野，主动融合其他学科，服务于人群的整体健康。在医学著名期刊European Respiratory Journal、BMC Medicine、Science of the Total Environment、Environmental Research、Ecotoxicology and Environmental Safety、Infectious Diseases of Poverty、Human Brain Mapping 、PLOS Computational Biology、Brain、Cerebral Cortex等杂志发表过包含中科院1区、高被引、热点在内的多篇论文，主持多项自然科学基金。

教育经历（按时间倒排序）

• 2011.09-2016.06 复旦大学 应用数学专业 博士

• 2012.10-2016.02 英国华威大学 计算机学院 博士

• 2007.09-2011.06 复旦大学 数学与应用数学专业 学士

工作经历（科研与学术工作经历，按时间倒排序）

• 2018.11-至今 复旦大学 公共卫生学院 青年副研究员

• 2016.07-2018.10 复旦大学 管理学院统计系 博士后

研究兴趣

• 传染病传播的数学建模与数值模拟

• 多模态医学数据的统计分析与建模预测

• 人工智能技术及其在医学影像研究中的应用

获奖情况

• 2020年 “一健康基金”新冠肺炎疫情防控特别奖优秀教师二等奖

• 2020 年复旦大学抗击新冠肺炎疫情先进个人

• 2017 年上海市科委青年科技英才扬帆计划

近三年成果

1. Jinhua Pan, Wenlong Zhu, Jie Tian, Zhixi Liu, Ao Xu, Ye Yao* and Weibing Wang*, Vaccination as an alternative to non-drug interventions to prevent local resurgence of COVID-19, Infectious Diseases of Poverty, [2022], 11(1).

2. Ye Yao, Jie Tian, Xia Meng, Haidong Kan, Lian Zhou and Weibing Wang, Progression of Severity in Coronavirus Disease 2019 Patients before Treatment and a Self-Assessment Scale to Predict Disease Severity, BMC Infectious Diseases, [2022].

3. Ye Yao, Jinhua Pan, Zhixi Liu, Xia Meng, Weidong Wang, Haidong Kan and Weibing Wang, Ambient nitrogen dioxide pollution and spread ability of COVID-19 in Chinese cities, Ecotoxicology and Environmental Safety, [2021], 208: 111421.

4. Jinhua Pan, Ye Yao, Zhixi Liu, Xia Meng, John S. Ji, Yang Qiu, Weidong Wang, Lina Zhang, Weibing Wang and Haidong Kan, Warmer weather unlikely to reduce the COVID-19 transmission: An ecological study in 202 locations in 8 countries, Science of the Total Environment, [2021], 753: 142272.

5. Zhi Li, Ye Yao, Xinyue Lu, Jiechen Liu, Zhuoying Huang, Xiaodong Sun and Yihan Lu, Impact of a two-dose varicella immunization program on the incidence of varicella: a multi-year observational study in Shanghai, China, Expert Review of Vaccines, [2021], 20(9): 1177-1183.

6. Yan-min Tang, Ye Yao, Shuai Xu, Xin Li, Fan Hu, He Wang, Jing Ding and Xin Wang, White Matter Microstructural Damage Associated With Gait Abnormalities in Idiopathic Normal Pressure Hydrocephalus, Frontiers in Aging Neuroscience, [2021], 13: 660621.

7. Lulu Zhang, Xiang Tang, Can Wang, Dongxue Ding, Juehua Zhu, Yun Zhou, Shanshan Diao, Yan Kong, Xiuying Cai, Cuiping Li, Ye Yao* and Qi Fang*, Predictive Model of Dysphagia and Brain Lesion-Symptom Mapping in Acute Ischemic Stroke, Frontiers in Aging Neuroscience, [2021], 13: 753364.

8. Wenlong Zhu, Mengxi Zhang, Jinhua Pan, Ye Yao* and Weibing Wang*, Effects of prolonged incubation period and centralized quarantine on the COVID-19 outbreak in Shijiazhuang, China: a modeling study, BMC Medicine, [2021].

9. Ye Yao, Jinhua Pan, Zhixi Liu, Xia Meng, Weidong Wang, Haidong Kan and Weibing Wang, No association of COVID-19 transmission with temperature or UV radiation in Chinese cities, The European respiratory journal, [2020], 55(5): 2000517.

10. Ye Yao, Jinhua Pan, Weidong Wang, Zhixi Liu, Haidong Kan, Yang Qiu, Xia Meng and Weibing Wang, Association of particulate matter pollution and case fatality rate of COVID-19 in 49 Chinese cities, Science of the Total Environment, [2020], 741:140396.

11. Ye Yao, Jinhua Pan, Zhixi Liu, Xia Meng, Weidong Wang, Haidong Kan, and Weibing Wang, Temporal association between particulate matter pollution and case fatality rate of COVID-19 in Wuhan, Environmental research, [2020], 189: 109941.