Imperial College London

DrSwapnilMishra

Faculty of MedicineSchool of Public Health

Research Associate
 
 
 
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Contact

 

s.mishra CV

 
 
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Location

 

Norfolk PlaceSt Mary's Campus

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Summary

 

Selected Publications

Journal Articles

Monod M, Blenkinsop A, Xi X, et al., 2021, Age groups that sustain resurging COVID-19 epidemics in the United States., Science

Vollmer MAC, Glampson B, Mellan TA, et al., 2021, A unified machine learning approach to time series forecasting applied to demand at emergency departments, Bmc Emergency Medicine, Vol:21, ISSN:1471-227X, Pages:1-14

Lavezzo E, Franchin E, Ciavarella C, et al., 2021, Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo' (vol 584, pg 425, 2020), Nature, ISSN:0028-0836

Flaxman S, Mishra S, Scott J, et al., 2020, The effect of interventions on COVID-19, Nature, Vol:588, ISSN:0028-0836, Pages:E29-E32

Unwin H, Mishra S, Bradley V, et al., 2020, State-level tracking of COVID-19 in the United States, Nature Communications, ISSN:2041-1723

Hawryluk I, Mellan T, Helfer Hoeltgebaum H, et al., 2020, Inference of COVID-19 epidemiological distributions from Brazilian hospital data, Journal of the Royal Society Interface, ISSN:1742-5662

Okell LC, Verity R, Katzourakis A, et al., 2020, Host or pathogen-related factors in COVID-19 severity? Reply, The Lancet, Vol:396, ISSN:0140-6736, Pages:1397-1397

Candido DS, Claro IM, de Jesus JG, et al., 2020, Evolution and epidemic spread of SARS-CoV-2 in Brazil, Science, Vol:369, ISSN:0036-8075, Pages:1255-1260

Hogan A, Jewell B, Sherrard-Smith E, et al., 2020, Potential impact of the COVID-19 pandemic on HIV, TB and malaria in low- and middle-income countries: a modelling study, The Lancet Global Health, Vol:8, ISSN:2214-109X, Pages:e1132-e1141

Lavezzo E, Franchin E, Ciavarella C, et al., 2020, Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo'., Nature, Vol:584, ISSN:0028-0836, Pages:425-429

Flaxman S, Mishra S, Gandy A, et al., 2020, Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe, Nature, Vol:584, ISSN:0028-0836, Pages:257-261

Unwin HJT, Routledge I, Flaxman S, et al., 2020, Using Hawkes Processes to model imported and local malaria cases in near-elimination settings

Okell LC, Verity R, Watson OJ, et al., 2020, Have deaths from COVID-19 in Europe plateaued due to herd immunity?, Lancet, Vol:395, Pages:e110-e111

Walker PGT, Whittaker C, Watson OJ, et al., 2020, The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries, Science, Vol:369, ISSN:0036-8075, Pages:413-422

Routledge I, Lai S, Battle KE, et al., 2020, Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach, PLOS Computational Biology, Vol:16, ISSN:1553-734X, Pages:1-20

Hawryluk I, Mishra S, Flaxman S, et al., Referenced Thermodynamic Integration for Bayesian Model Selection: Application to COVID-19 Model Selection

Mishra S, Berah T, Mellan TA, et al., On the derivation of the renewal equation from an age-dependent branching process: an epidemic modelling perspective

Laydon DJ, Mishra S, Hinsley WR, et al., Impact of the Tier system on SARS-CoV-2 transmission in the UK between the first and second national lockdowns

Flaxman S, Mishra S, Gandy A, et al., Estimating the number of infections and the impact of non-pharmaceutical interventions on COVID-19 in European countries: technical description update

Hawryluk I, Hoeltgebaum H, Mishra S, et al., Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting

Conference

Mishra S, 2019, Bridging Models for Popularity Prediction on Social Media, WSDM '19: The Twelfth ACM International Conference on Web Search and Data Mining, ACM

Rizoiu M-A, Mishra S, Kong Q, et al., 2018, SIR-Hawkes, the 2018 World Wide Web Conference, ACM Press

Mishra S, Rizoiu M-A, Xie L, 2016, Feature Driven and Point Process Approaches for Popularity Prediction, CIKM'16: ACM Conference on Information and Knowledge Management, ACM

Buntine WL, Mishra S, 2014, Experiments with non-parametric topic models, KDD '14: The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM

Reports

Unwin H, Mishra S, Bradley VC, et al., 2020, Report 23: State-level tracking of COVID-19 in the United States

Mellan T, Hoeltgebaum H, Mishra S, et al., 2020, Report 21: Estimating COVID-19 cases and reproduction number in Brazil

Vollmer M, Mishra S, Unwin H, et al., 2020, Report 20: A sub-national analysis of the rate of transmission of Covid-19 in Italy

Flaxman S, Mishra S, Gandy A, et al., 2020, Report 13: Estimating the number of infections and the impact of non-pharmaceutical interventions on COVID-19 in 11 European countries

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