中国科学院深圳先进技术研究院副研究员,硕士生导师,兼任深圳理工大学特聘副教授。主要研究领域为计算流行病学,通过融合人工智能技术与流行病学方法进行临床医学大数据研究。累计发表60余篇学术论文(谷歌学术引用量>20000, H指数32),包括作为第一或通讯作者在 Lancet Microbe, EClinicalMedicine, Alzheimer's & Dementia, Neurology等期刊发表论文。目前在唐金陵教授领衔的深圳海外高层次人才团队“临床医学大数据平台建设与转化应用”中担任团队执行负责人。主持国自然项目“基于深度学习生存分析方法的老年人认知障碍语音生物标志物和预测模型研究”,参与科技部科技创新2030“新一代人工智能”重大项目“新冠肺炎疫情等公共卫生事件的智能流调研究”
计算流行病学
Zheng, L., Liao, W., Luo, S., Li, B., Liu, D., Yun, Q., ... Sha, F. (Corresponding Author), & Tang, J. (2024). Association between alcohol consumption and incidence of dementia in current drinkers: linear and non-linear mendelian randomization analysis. EClinicalMedicine, 76.
Yun, Q., Wang, S., Chen, S., Luo, H., Li, B., Yip, P., ... Sha, F. (Corresponding Author), & Tang, J. (2024). Constipation preceding depression: a population-based cohort study. EClinicalMedicine, 67.
Wang, S., Yang, Z., Tian, L., Sha, F. (Corresponding Author), Tang, J., & Yang, Z. (2024). Remission to normal blood pressure in older adults with hypertension who did not receive antihypertensive medication: analysis of data from two longitudinal cohorts. EClinicalMedicine, 73. Yang, Z. R., Jiang, Y. W., Li, F. X., Liu, D., Lin, T. F., Zhao, Z. Y., Wei, C., Jin, Q. Y., Li, X. M., Jia, Y. X., Zhu, F. C., Yang, Z. Y., Sha, F. (Corresponding Author), Feng, Z. J., & Tang, J. L. (2023). Efficacy of SARS-CoV-2 vaccines and the dose-response relationship with three major antibodies: a systematic review and meta-analysis of randomised controlled trials. The Lancet. Microbe, 4(4), e236–e246.
Yang, Z., Wei, C., Li, X., Yuan, J., Gao, X., Li, B., Zhao, Z., Toh, S., Yu, X., Brayne, C., Yang, Z., Sha, F. (Corresponding Author), & Tang, J. (2023). Association Between Regular Laxative Use and Incident Dementia in UK Biobank Participants. Neurology, 100(16), e1702–e1711.
国际影响力:
2022,2023年全球前2%顶尖科学家
综合医学期刊BMC Medicine神经科学方向编委
The BMJ和Nature Medicine等权威医学期刊的审稿人
所获荣誉:
作为核心成员参与“基于人员流动大数据的疫情精准防控关键技术与应用”获得深圳市科技进步一等奖
科研成果:
首次发现了泻药对神经系统疾病的副作用,该研究被美国神经学学会选为重要研究成果发布,中国科学报头版、CNN、MSN、Fox News、Medscape等国内外200多家媒体对研究成果进行了报道。