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

Mishra S, Mindermann S, Sharma M, et al., 2021, Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England, Eclinicalmedicine, Vol:39

Mishra S, Scott JA, Laydon DJ, et al., 2021, Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modelling, Scientific Reports, Vol:11, ISSN:2045-2322, Pages:1-9

Mohler G, Mishra S, Ray B, et al., 2021, A modified two-process Knox test for investigating the relationship between law enforcement opioid seizures and overdoses, Proceedings of the Royal Society A: Mathematical, Physical & Engineering Sciences, Vol:477, ISSN:1364-5021

Faria NR, Mellan TA, Whittaker C, et al., 2021, Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil, Science, Vol:372, ISSN:0036-8075, Pages:815-821

Volz E, Mishra S, Chand M, et al., 2021, Assessing transmissibility of SARS-CoV-2 lineage B.1.1.7 in England, Nature, Vol:593, ISSN:0028-0836, Pages:266-269

Laydon D, Mishra S, Hinsley W, et al., 2021, Modelling the impact of the Tier system on SARS-CoV-2 transmission in the UK between the first and second national lockdowns, Bmj Open, Vol:11, ISSN:2044-6055

Unwin HJT, Routledge I, Flaxman S, et al., 2021, Using Hawkes Processes to model imported and local malaria cases in near-elimination settings, PLOS Computational Biology, Vol:17, ISSN:1553-734X

Monod M, Blenkinsop A, Xi X, et al., 2021, Age groups that sustain resurging COVID-19 epidemics in the United States, Science, Vol:371, ISSN:0036-8075

Unwin H, Mishra S, Bradley V, et al., 2020, State-level tracking of COVID-19 in the United States, Nature Communications, Vol:11, ISSN:2041-1723, Pages:1-9

Mishra S, Scott J, Zhu H, et al., 2020, A COVID-19 Model for Local Authorities of the United Kingdom

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

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

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

Hawryluk I, Mellan TA, Hoeltgebaum H, et al., 2020, Inference of COVID-19 epidemiological distributions from Brazilian hospital data, Journal of the Royal Society Interface, Vol:17, ISSN:1742-5662, Pages:20200596-20200596

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

Rizoiu M-A, Lee Y, Mishra S, et al., A Tutorial on Hawkes Processes for Events in Social Media

Mishra S, Rizoiu M-A, Xie L, Modeling Popularity in Asynchronous Social Media Streams with Recurrent Neural Networks

Mishra S, Flaxman S, Berah T, et al., $π$VAE: Encoding stochastic process priors with variational autoencoders

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

Bhatt S, Ferguson N, Flaxman S, et al., Semi-Mechanistic Bayesian Modeling of COVID-19 with Renewal Processes

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

Chapters

Rizoiu M-A, Lee Y, Mishra S, 2017, Hawkes processes for events in social media, Frontiers of Multimedia Research, ACM, Pages:191-218

Conference

Mishra S, 2019, Bridging Models for Popularity Prediction on Social Media, 12th ACM International Conference on Web Search and Data Mining (WSDM), ASSOC COMPUTING MACHINERY, Pages:810-811

Rizoiu M-A, Mishra S, Kong Q, et al., 2018, SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations, 27th World Wide Web (WWW) Conference, ASSOC COMPUTING MACHINERY, Pages:419-428

Mishra S, Rizoiu M-A, Xie L, 2016, Feature Driven and Point Process Approaches for Popularity Prediction, 25th ACM International Conference on Information and Knowledge Management (CIKM), ASSOC COMPUTING MACHINERY, Pages:1069-1078

Buntine WL, Mishra S, 2014, Experiments with Non-parametric Topic Models, 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), ASSOC COMPUTING MACHINERY, Pages:881-890

Reports

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

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