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among children with pneumonia using a causal Bayesian networkPneumonia remains a leading cause of hospitalization and death among young children worldwide, and the diagnostic challenge of differentiating bacterial from non-bacterial pneumonia is the main driver of antibiotic use for treating pneumonia in children. Causal Bayesian networks (BNs) serve as powerful tools for this problem as they provide clear maps of probabilistic relationships between variables and produce results in an explainable way by incorporating both domain expert knowledge and numerical data.
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Core protocol for the adaptive Platform Trial In COVID-19 Vaccine priming and BOOsting (PICOBOO)The need for coronavirus 2019 (COVID-19) vaccination in different age groups and populations is a subject of great uncertainty and an ongoing global debate. Critical knowledge gaps regarding COVID-19 vaccination include the duration of protection offered by different priming and booster vaccination regimens in different populations, including homologous or heterologous schedules.
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Management and outcomes of children hospitalised with COVID-19 including incidental and nosocomial infections in Australia 2020–2023: A national surveillance studyManagement and outcomes of children hospitalised with acute SARS-CoV-2 infection may differ throughout the pandemic or with admission type (clinical COVID-19, incidental COVID-19 or nosocomial infection).
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Global, regional, and national disease burden estimates of acute lower respiratory infections due to respiratory syncytial virus in children younger than 5 years in 2019: a systematic analysisRespiratory syncytial virus (RSV) is the most common cause of acute lower respiratory infection in young children. We previously estimated that in 2015, 33·1 million episodes of RSV-associated acute lower respiratory infection occurred in children aged 0-60 months, resulting in a total of 118 200 deaths worldwide.
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Modelled estimates of hospitalisations attributable to respiratory syncytial virus and influenza in Australia, 2009–2017Respiratory syncytial virus (RSV) and influenza are important causes of disease in children and adults. In Australia, information on the burden of RSV in adults is particularly limited.
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Progress towards a coordinated, national paediatric antimicrobial resistance surveillance programmeThese data support that children are not just 'little adults' in the AMR era, and analyses by age group are important to detect differences in antibiotic susceptibility
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Effectiveness of rotavirus vaccines in an Australian population: A case-control studyRV1 and RV5 were both effective in preventing laboratory confirmed and notified rotavirus infections among children aged <5 years
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Assessment of on-time vaccination coverage in population subgroups: A record linkage cohort studyOn-time coverage of the 2-4-6 month schedule is only 50-60% across specific population subgroups representing a significant avoidable public health risk
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Modelling the seasonal epidemics of respiratory syncytial virus in young childrenThis paper describes a mathematical model used to predict when an epidemic of respiratory syncytial virus (RSV) will occur so that preventive measures, such...
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FluBubs: Safety and immunogenicity of Early Quadrivalent Influenza VaccineChristopher Tobias Blyth Kollmann MBBS (Hons) DCH FRACP FRCPA PhD PhD, M.D., SFUW Centre Head, Wesfarmers Centre of Vaccines and Infectious Diseases;