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职业迁徙
个人简介
I am a Deputy Director of the EPSRC IRC in “Early Warning Sensing Systems for Infectious Disease”, where I am responsible for influenza surveillance and detection. My current research is in the application of Artificial Intelligence (AI), machine learning (ML), and statistical natural language processing (NLP) to large data sets of digital footprints, e.g. Web query logs and Twitter, to infer information about the health of both individuals and populations. At a population level, we have estimated prevalence and virulence of a disease, and effectiveness of national public health interventions (vaccines and changes to law). Our software and algorithms for estimating the prevalence of influenza have been adopted by Public Health England as part of its influenza surveillance programme. Our models for COVID-19 prevalence and sub-national anomaly detection have been adopted by Public Health England.
研究兴趣
论文共 332 篇作者统计合作学者相似作者
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Aarzoo Dhiman, Elad Yom-Tov,Lorenzo Pellis, Michael Edelstein,Richard Pebody,Andrew Hayward,Thomas House,Thomas Finnie, David Guzman,Vasileios Lampos,Ingemar J. Cox
npj Digit Medicineno. 1 (2024)
CoRR (2024)
Jennifer F Barcroft,Elad Yom-Tov,Vasileios Lampos, Laura Ellis, David Guzman, Victor Ponce-López,Tom Bourne,Ingemar Cox, Srdjan Saso
crossref(2023)
Thomas Byrne,Jana Kovar,Sarah Beale,Isobel Braithwaite,Ellen Fragaszy,Wing Lam Erica Fong,Cyril Geismar,Susan Hoskins,Annalan M D Navaratnam,Vincent Nguyen,Parth Patel,Madhumita Shrotri,Alexei Yavlinsky,Pia Hardelid,Linda Wijlaars,Eleni Nastouli,Moira Spyer,Anna Aryee,Ingemar Cox,Vasileios Lampos,Rachel A McKendry,Tao Cheng,Anne M Johnson,Susan Michie,Jo Gibbs,Richard Gilson,Alison Rodger,Ibrahim Abubakar,Andrew Hayward, Robert W Aldridge
International journal of epidemiologyno. 5 (2023): e263-e272
Scientific reportsno. 1 (2022)
Andrew Hayward,Ellen Fragaszy,Jana Kovar,Vincent Nguyen,Sarah Beale,Thomas Byrne,Anna Aryee,Pia Hardelid,Linda Wijlaars,Wing Lam Erica Fong,Cyril Geismar,Parth Patel,Madhumita Shrotri,Annalan M. D. Navaratnam,Eleni Nastouli,Moira Spyer,Ben Killingley,Ingemar Cox,Vasileios Lampos,Rachel A. McKendry,Yunzhe Liu,Tao Cheng,Anne M. Johnson,Susan Michie,Jo Gibbs,Richard Gilson,Alison Rodger,Robert W. Aldridge
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作者统计
#Papers: 333
#Citation: 41837
H-Index: 77
G-Index: 203
Sociability: 6
Diversity: 1
Activity: 0
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