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DeepEGFR a graph neural network for bioactivity classification of EGFR inhibitors

Epidermal Growth Factor Receptor (EGFR) plays a critical role in the development of several cancers. Thus, modulation/inhibition of EGFR activity is an appealing target of developing novel cancer therapeutics. 

Educational pathways and earnings trajectories of second-generation immigrants in Australia: New insights from linked census-administrative data

This study employs 2011 Census data linked to population-based administrative datasets to explore disparities in educational attainment and earnings trajectories among Australian-born children of diverse parental migration backgrounds from mid-adolescence to early adulthood. 

Inoculation Theory and Sport, Exercise, and Physical Activity

Movement is at the core of human existence. For infants and children, exploratory movement offers a scaffold for important learning and development outcomes, and in adolescents and adults, regular activity is key for promoting good physical and mental health.

A differentiated nasal epithelial cell model derived from children with acute wheeze and asthma

The airway epithelium is the primary structural and functional airway barrier and orchestrates innate immunity. Some children may have underlying epithelial vulnerabilities that contribute to the pathogenesis of acute wheeze and asthma.

Protocol for a feasibility and acceptability trial of Bloom, a co-produced and co-facilitated parent group to enhance the quality of life and well-being of young autistic children

The autistic and autism communities have identified improving the quality of life and well-being of autistic people as a key priority. Despite this, to date, there are no evidence-based supports for autistic children which specifically focus on improvements in these areas.

Understanding motivation and experience in participating in a paediatric SARS-CoV-2 serosurvey, in Australia

Serosurveys are considered as a valuable tool in estimating population immunity and infection rates but recruitment of children to provide paediatric estimates can be challenging. A novel approach of sampling children undergoing anaesthesia was utilised for a SARS-CoV-2 serosurvey in Australian children and we explore the reasons for participation, feedback on the approach and importance of research into Coronavirus Diseases 2019 (COVID-19).

Identifying Infants <32 Weeks' Gestation at Low Risk of Early-Onset Sepsis: A 10-Year Retrospective Study from Western Australia

Preterm infants are commonly treated with antibiotics on admission to the neonatal unit as part of routine care. We aimed to identify infants <32 weeks' gestation at low risk of early-onset sepsis (EOS) in whom antibiotics could be safely withheld.

Maternal and neonatal outcomes after infection with monkeypox virus clade I during pregnancy in DR Congo: a pooled, prospective cohort study

Monkeypox virus (MPXV) has been linked to vertical transmission, but systematic data are scarce. We aimed to describe the sociodemographic, clinical, and virological characteristics and assess the frequency and determinants of adverse outcomes in pregnant women with MPXV clade I infection. 

Co-designing a new clinical pathway to support families with children identified as having early-stage type 1 diabetes in Western Australia

Children with early-stage (pre-symptomatic) type 1 diabetes are currently identified primarily via research-based screening programmes in Australia. Once identified, families live with the knowledge that their child has an increased chance of developing symptomatic, lifelong, insulin-requiring type 1 diabetes but have no specific clinical pathway available to them in Western Australia for accessing tailored support or education. This project aimed to co-design a new clinical pathway to address this unmet need.

Skeletal muscle health in childhood cancer survivors: a systematic review and meta-analysis

Childhood cancer survivors (CCS) are at risk of long-term skeletal muscle deficits following intensive therapies during critical periods of growth. This review aimed to synthesize approaches for assessing muscle quantity, quality, and function in CCS and to quantify deficits relative to healthy peers.