8 citations · 9 across the 4 of their papers we have counts for
5 papers
The role of regular asymptomatic testing in reducing the impact of a COVID-19 wave
Miguel E. P. Silva, Martyn Fyles, Li Pi +4
Testing for infection with SARS-CoV-2 is an important intervention in reducing onwards transmission of COVID-19, particularly when combined with the isolation and contact-tracing o…
Inference of Stochastic Disease Transmission Models Using Particle-MCMC and a Gradient Based Proposal
Conor Rosato, John Harris, Jasmina Panovska-Griffiths +1
State-space models have been widely used to model the dynamics of communicable diseases in populations of interest by fitting to time-series data. Particle filters have enabled the…
Compositional modelling of immune response and virus transmission dynamics
William Waites, Matteo Cavaliere, Vincent Danos +7
Transmission models for infectious diseases are typically formulated in terms of dynamics between individuals or groups with processes such as disease progression or recovery for e…
Tracking the national and regional COVID-19 epidemic status in the UK using directed Principal Component Analysis
Ben Swallow, Wen Xiang, Jasmina Panovska-Griffiths
One of the difficulties in monitoring an ongoing pandemic is deciding on the metric that best describes its status when multiple intercorrelated measurements are available. Having…
Rule-based epidemic models
William Waites, Matteo Cavaliere, David Manheim +2
This paper gives an introduction to rule-based modelling applied to topics in infectious diseases. Rule-based models generalise reaction-based models with reagents that have intern…