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.Yao, Ye, et al. "No association of COVID-19 transmission with temperature or UV radiation in Chinese cities." European Respiratory Journal 55.5 (2020).

 2.Yao, Ye, et al. "Association of particulate matter pollution and case fatality rate of COVID-19 in 49 Chinese cities." Science of the Total Environment 741 (2020): 140396. [高被引论文、热点论文]

3.Yao, Ye, et al. "Temporal association between particulate matter pollution and case fatality rate of COVID-19 in Wuhan." Environmental research 189 (2020): 109941.

4.Yao, Ye, et al. "Ambient nitrogen dioxide pollution and spread ability of COVID-19 in Chinese cities." Ecotoxicology and environmental safety 208 (2021): 111421. [高被引论文]

5.Pan, Jinhua†, Yao, Ye†, et al. "Warmer weather unlikely to reduce the COVID-19 transmission: An ecological study in 202 locations in 8 countries." Science of The Total Environment 753 (2021): 142272. [高被引论文]

6.Li, Zhi†, Yao, Ye†, et al. "Impact of a two-dose varicella immunization program on the incidence of varicella: a multi-year observational study in Shanghai, China." Expert Rev Vaccines. 2021 Sep;20(9):1177-1183.

7.Tang, Yanmin†, Yao, Ye†, et al. "White Matter Microstructural Damage Associated With Gait Abnormalities in Idiopathic Normal Pressure Hydrocephalus." Front Aging Neurosci. 2021 Aug 9;13:660621.

8.Zhang, Lulu, et al. Yao, Ye*, Fang, Qi*. " Predictive Model of Dysphagia and Brain Lesion-Symptom Mapping in Acute Ischemic Stroke." Front Aging Neurosci. 2021 Oct 9;13: 753364.

9.Zhu, Wenlong, et al. Yao, Ye*, Weibing Wang*. "Effects of prolonged incubation period and centralized quarantine on the COVID-19 outbreak in Shijiazhuang, China: a modeling study. " BMC Medicine, 2021.

10.Pan, Jinhua, et al. Yao, Ye*, Weibing Wang*. "Vaccination as an alternative to non-drug interventions to prevent local resurgence of COVID-19." Infectious Diseases of Poverty 2022 11.1.

11.Yao, Ye, et al. "Progression of Severity in Coronavirus Disease 2019 Patients before Treatment and a Self- Assessment Scale to Predict Disease Severity." BMC Infectious Diseases, 2022