基本信息
浏览量:37
职业迁徙
个人简介
my research was predominately based within Oxford University's Big Data Institute until September 2023. In addition to my fellowship project, I have worked on cancer epidemiology (CEU, 2016-2019) and statistical genetics (GSK-funded, 2022-2023).
My main research interests involve the development and use of novel mathematical methods to utilise the information in large epidemiological datasets. My work has aimed to build on the best existing epidemiological methods, but combining these with modern clustering methods and biologically-motivated mathematical models of disease. This has included extensive multi-stage modelling of disease using UK Biobank data, and pioneering the use of the Poisson-Binomial model to quantify how much disease-risk can be explained by old age and established risk factors. This latter work provides a first attempt to quantify how much prior diseases are increasing future disease-risk in the UK Biobank cohort, above what is expected based on age and well-known risk factors. My previous research has ranged from theoretical results in soft condensed matter and plasma physics, to cancer epidemiology and climate change. Broadly, my interests lie in the development and use of mathematical and statistical models for problems with social or public health value.
My main research interests involve the development and use of novel mathematical methods to utilise the information in large epidemiological datasets. My work has aimed to build on the best existing epidemiological methods, but combining these with modern clustering methods and biologically-motivated mathematical models of disease. This has included extensive multi-stage modelling of disease using UK Biobank data, and pioneering the use of the Poisson-Binomial model to quantify how much disease-risk can be explained by old age and established risk factors. This latter work provides a first attempt to quantify how much prior diseases are increasing future disease-risk in the UK Biobank cohort, above what is expected based on age and well-known risk factors. My previous research has ranged from theoretical results in soft condensed matter and plasma physics, to cancer epidemiology and climate change. Broadly, my interests lie in the development and use of mathematical and statistical models for problems with social or public health value.
研究兴趣
论文共 43 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
PNAS nexusno. 9 (2023)
PNAS nexusno. 3 (2022)
medRxivno. 1 (2022): 19678
medRxiv (Cold Spring Harbor Laboratory) (2020)
semanticscholar(2020)
引用0浏览0引用
0
0
user-5ebe287b4c775eda72abcdd8(2020)
引用0浏览0引用
0
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn