Search Results - "Sharkey, Kieran J"
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Divide-and-conquer: machine-learning integrates mammalian and viral traits with network features to predict virus-mammal associations
Published in Nature communications (25-06-2021)“…Our knowledge of viral host ranges remains limited. Completing this picture by identifying unknown hosts of known viruses is an important research aim that can…”
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Deterministic epidemic models on contact networks: Correlations and unbiological terms
Published in Theoretical population biology (01-06-2011)“…The relationship between system-level and subsystem-level master equations is investigated and then utilised for a systematic and potentially automated…”
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Deterministic epidemiological models at the individual level
Published in Journal of mathematical biology (01-09-2008)“…In many fields of science including population dynamics, the vast state spaces inhabited by all but the very simplest of systems can preclude a deterministic…”
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The Differential Warming Response of Britain's Rivers (1982-2011)
Published in PloS one (10-11-2016)“…River water temperature is a hydrological feature primarily controlled by topographical, meteorological, climatological, and anthropogenic factors. For…”
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Effectiveness of the BNT162b2 (Pfizer-BioNTech) and the ChAdOx1 nCoV-19 (Oxford-AstraZeneca) vaccines for reducing susceptibility to infection with the Delta variant (B.1.617.2) of SARS-CoV-2
Published in BMC infectious diseases (20-03-2022)“…From January to May 2021 the alpha variant (B.1.1.7) of SARS-CoV-2 was the most commonly detected variant in the UK. Following this, the Delta variant…”
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Deterministic epidemic models overestimate the basic reproduction number of observed outbreaks
Published in Infectious disease modelling (01-09-2024)“…The basic reproduction number, R0, is a well-known quantifier of epidemic spread. However, a class of existing methods for estimating R0 from incidence data…”
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Aortic stenosis post-COVID-19: a mathematical model on waiting lists and mortality
Published in BMJ open (16-06-2022)“…ObjectivesTo provide estimates for how different treatment pathways for the management of severe aortic stenosis (AS) may affect National Health Service (NHS)…”
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Impact of climatic, demographic and disease control factors on the transmission dynamics of COVID-19 in large cities worldwide
Published in One health (01-06-2021)“…Approximately a year into the COVID-19 pandemic caused by the SARS-CoV-2 virus, many countries have seen additional “waves” of infections, especially in the…”
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An exact relationship between invasion probability and endemic prevalence for Markovian SIS dynamics on networks
Published in PloS one (30-07-2013)“…Understanding models which represent the invasion of network-based systems by infectious agents can give important insights into many real-world situations,…”
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Impact of the infectious period on epidemics
Published in Physical review. E (01-05-2018)“…The duration of the infectious period is a crucial determinant of the ability of an infectious disease to spread. We consider an epidemic model that is network…”
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A novel untargeted metabolomics correlation-based network analysis incorporating human metabolic reconstructions
Published in BMC systems biology (23-10-2013)“…Metabolomics has become increasingly popular in the study of disease phenotypes and molecular pathophysiology. One branch of metabolomics that encompasses the…”
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Integration of shared-pathogen networks and machine learning reveals the key aspects of zoonoses and predicts mammalian reservoirs
Published in Proceedings of the Royal Society. B, Biological sciences (12-02-2020)“…Diseases that spread to humans from animals, zoonoses, pose major threats to human health. Identifying animal reservoirs of zoonoses and predicting future…”
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Epidemiological consequences of an incursion of highly pathogenic H5N1 avian influenza into the British poultry flock
Published in Proceedings of the Royal Society. B, Biological sciences (07-01-2008)“…Highly pathogenic avian influenza and in particular the H5N1 strain has resulted in the culling of millions of birds and continues to pose a threat to poultry…”
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14
A control analysis perspective on Katz centrality
Published in Scientific reports (08-12-2017)“…Methods for efficiently controlling dynamics propagated on networks are usually based on identifying the most influential nodes. Knowledge of these nodes can…”
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Eco-evolutionary dynamics in finite network-structured populations with migration
Published in Journal of theoretical biology (07-09-2023)“…We consider the effect of network structure on the evolution of a population. Models of this kind typically consider a population of fixed size and…”
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Evolutionary graph theory derived from eco-evolutionary dynamics
Published in Journal of theoretical biology (21-06-2021)“…•Evolutionary graph theory (EGT) is derived from an eco-evolutionary dynamics model.•Extreme assumptions leading to departure from ecological processes are…”
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A Combined In Vitro/In Silico Approach to Identifying Off-Target Receptor Toxicity
Published in iScience (29-06-2018)“…Many xenobiotics can bind to off-target receptors and cause toxicity via the dysregulation of downstream transcription factors. Identification of subsequent…”
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Discrete-time moment closure models for epidemic spreading in populations of interacting individuals
Published in Journal of theoretical biology (21-06-2016)“…Understanding the dynamics of spread of infectious diseases between individuals is essential for forecasting the evolution of an epidemic outbreak or for…”
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Methods for approximating stochastic evolutionary dynamics on graphs
Published in Journal of theoretical biology (07-05-2019)“…•Population structure can have a significant impact on the outcome of evolution.•Using techniques from physics we approximate evolutionary dynamics on…”
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Evolutionary bet-hedging in structured populations
Published in Journal of mathematical biology (01-04-2021)“…As ecosystems evolve, species can become extinct due to fluctuations in the environment. This leads to the evolutionary adaption known as bet-hedging, where…”
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