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Found 7 papers, 4 papers with code
A model-based assessment of social isolation practices for COVID-19 outbreak response in residential care facilities
We apply a computational modelling approach to investigate the relative effectiveness of general isolation practices for mitigation of COVID-19 outbreaks in residential care facilities.
AI driven B-cell Immunotherapy Design
Antibodies, a prominent class of approved biologics, play a crucial role in detecting foreign antigens.
Correlation of viral loads in disease transmission chains could bias early estimates of the reproduction number
Here, we use simulations to investigate a potential source of bias in such estimates, arising from correlations between the viral load of cases in transmission chains.
MPVNN: Mutated Pathway Visible Neural Network Architecture for Interpretable Prediction of Cancer-specific Survival Risk
We show that trained MPVNN architecture interpretation, which points to smaller sets of genes connected by signal flow within the PI3K-Akt pathway that are important in risk prediction for particular cancer types, is reliable.
Modelling the effect of within-host dynamics on the diversity of a multi-strain pathogen
Currently, little data is available to validate these assumptions, hence there is a need to clarify how sensitive model outputs are to these assumptions.
Global and local epidemiology of Group A Streptococcus indicates that naturally-acquired immunity is enduring and strain-specific
The bacterium Group A Streptococcus (Streptococcus pyogenes, GAS) is a human-specific pathogen and a major cause of global morbidity and mortality.
COVID-19 in low-tolerance border quarantine systems: impact of the Delta variant of SARS-CoV-2
We examine disease transmission and vaccine efficacy parameters over a wide range, covering plausible values for the Delta variant currently circulating globally.
