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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.

Embrace 2022 Research Award winners announced

The six winners of the Embrace 2022 Research Awards have been announced.

Resource hub

Working alongside the Healthy Skin & ARF Prevention team, clinicians and other researchers; Elder researchers and community members have driven the co-design of healthy skin promotion resources localised to their community.

Routines to maximise uptime

Learn about the importance of routines in enhancing uptime for children with Rett Syndrome, nurturing their engagement and fostering meaningful activities.

Diagnosis and analysis of unexplained cases of childhood encephalitis in Australia using metatranscriptomic sequencing

Encephalitis is most often caused by a variety of infectious agents identified through diagnostic tests utilizing cerebrospinal fluid. We investigated the clinical characteristics and potential aetiological agents of unexplained encephalitis through metagenomic sequencing of residual clinical samples from multiple tissue types and independent clinical review.

An integrated expression atlas of miRNAs and their promoters in human and mouse

We provided a broad atlas of miRNA expression and promoters in primary mammalian cells, establishing a foundation for detailed analysis of miRNA.

Birth cohorts in asthma and allergic diseases: Report of a NIAID/NHLBI/MeDALL joint workshop

Population-based birth cohorts on asthma and allergies increasingly provide new insights into the development and natural history of the diseases.

Defining the pediatric response to SARS-CoV-2 variants

The global population has been severely affected by the coronavirus disease 2019 (COVID-19) pandemic, however, with older age identified as a risk factor, children have been underprioritized. This article discusses the factors contributing to the less severe response observed in children following infection with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), including, differing viral entry receptor expression and immune responses.

Culture, Connection and Care: The Role of Institutional Justice Capital for Enhancing the Wellbeing of Aboriginal and Torres Strait Islander Children in Out-Of-Home Care

Ensuring that Aboriginal and Torres Strait Islander children removed from their families by child protection services remain connected to their kin, Country and culture is a priority to begin to redress the intergenerational trauma and harm caused by colonisation. This article describes the views of staff working in three mainstream out-of-home care organisations, where children are cared for by non-Indigenous foster carers.

Hong Kong researcher highlights importance of nature for children during Joondalup Health Campus visit

Joondalup Health Campus welcomed international researcher Dr Tanja Sobko to share her research on the link between mental health and time spent in nature.