Search Results for author: Filippo Pagani

Found 2 papers, 0 papers with code

Bayesian outcome-guided multi-view mixture models with applications in molecular precision medicine

no code implementations1 Mar 2023 Paul D. W. Kirk, Filippo Pagani, Sylvia Richardson

Clustering is commonly performed as an initial analysis step for uncovering structure in 'omics datasets, e. g. to discover molecular subtypes of disease.

Clustering

EpiBeds: Data informed modelling of the COVID-19 hospital burden in England

no code implementations12 Oct 2021 Christopher E. Overton, Lorenzo Pellis, Helena B. Stage, Francesca Scarabel, Joshua Burton, Christophe Fraser, Ian Hall, Thomas A. House, Chris Jewell, Anel Nurtay, Filippo Pagani, Katrina A. Lythgoe

In order to predict the effect of the local epidemic on hospital capacity in England, we used a variety of data streams to inform the construction and parameterisation of a hospital progression model, which was coupled to a model of the generalised epidemic.

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