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Elizaveta Semenova

Artificial intelligence for modelling infectious disease epidemics
Bayesian workflow for time-varying transmission in stratified compartmental infectious disease transmission models
Deep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in Kenya
Assessment of COVID-19 as the Underlying Cause of Death Among Children and Young People Aged 0 to 19 Years in the US
Global disparities in SARS-CoV-2 genomic surveillance
PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation
Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals
Track Omicron’s spread with molecular data
PriorVAE: Encoding spatial priors with VAEs for small-area estimation
Changing composition of SARS-CoV-2 lineages and rise of Delta variant in England

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