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among children with pneumonia using a causal Bayesian network

Pneumonia 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.

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.

BEAT CF pulmonary exacerbations core protocol for evaluating the management of pulmonary exacerbations in people with cystic fibrosis

Cystic fibrosis (CF) is a rare, inherited, life-limiting condition predominantly affecting the lungs, for which there is no cure. The disease is characterized by recurrent pulmonary exacerbations (PEx), which are thought to drive progressive lung damage. Management of these episodes is complex and generally involves multiple interventions targeting different aspects of disease. The emergence of innovative trials and use of Bayesian statistical methods has created renewed opportunities for studying heterogeneous populations in rare diseases.

PIFA - Pertussis and Food allergy, a case-cohort study of the association between pertussis vaccination in infancy and the risk of IgE-mediated food allergy

Pat Peter Tom Holt Richmond Snelling PhD, DSc, FRCPath, FRCPI, FAA MBBS MRCP(UK) FRACP BMBS DTMH GDipClinEpid PhD FRACP Emeritus Honorary Researcher

Impact of high coverage of monovalent human rotavirus vaccine on Emergency Department presentations for rotavirus gastroenteritis

The program was associated with a substantial decline in rotavirus attributable non-admitted AGE presentations to ED among children aged <5 years.

Prevalence and determinants of influenza vaccine coverage at tertiary pediatric hospitals

This study aimed to examine the uptake of influenza vaccination amongst a cohort of Australian children and factors associated with vaccine acceptance.

Reply to Farmakiotis et al:Typhoid fever in an inner city hospital: a 5-year retrospective review.

This paper comments on the difficulty diagnosing typhoid and other infections causing severe diarrhoea, especially in regions where it is a common problem...

Waning vaccine immunity in teenagers primed with whole cell and acellular pertussis vaccine: Recent epidemiology

The recent epidemics of pertussis (whooping cough) in parts of the USA and Australia have led to the largest numbers of annual cases reported in over half a...

Effectiveness of Palivizumab in Preventing RSV Hospitalization in High Risk Children: A Real-World Perspective

This review supports the recommended use of palivizumab for reducing RSV-associated hospitalisation rates in premature babies born at gestational age <33 weeks.

Advancing the management and control of typhoid fever: a review of the historical role of human challenge studies

Improved understanding of Salmonella Typhi infection can help accelerate the development of improved vaccines and diagnostic tests necessary for disease control