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Machine learning techniques to predict diabetic ketoacidosis and HbA1c above 7% among individuals with type 1 diabetes — A large multi-centre study in Australia and New Zealand

Type 1 diabetes and diabetic ketoacidosis (DKA) have a significant impact on individuals and society across a wide spectrum. Our objective was to utilize machine learning techniques to predict DKA and HbA1c>7 %.

Ear Infections

Middle ear infections are one of the main reasons that children visit a GP, are prescribed antibiotics and need surgery. Aboriginal children are particularly susceptible and commonly suffer from hearing loss which can affect speech and learning.

“You can't heal yourself in that setting and you wouldn't expect other people in this country to”: Yarning about housing and environmental health in remote Aboriginal communities

Remote Aboriginal communities in Australia are located on traditional lands holding deep cultural significance and meaning for residents. However, systemic inequity rooted in colonisation has driven persistent housing and health disparities, with inadequate environmental health conditions within homes and communities a prominent example. 

Koolungar (Children) Moorditj (Strong) Healthy Skin Project Part II: Skin Health in Urban-Living Australian Aboriginal Children

Although essential for overall health and wellbeing, little is known about skin health in urban-living Australian Aboriginal children. This co-designed, research-service project aimed to describe skin health and document skin disease frequency in urban-living Aboriginal children and young people in Western Australia and investigate housing associations for skin infections.

It’s not just droplets: a systematic review and meta-analysis of the modes of transmission of Group A Streptococcus

The transmission of Group A Streptococcus (Strep A) through respiratory droplets has been considered the dominant mode of transmission to date; however, little is known about the relative contribution of other modes of transmission. This review systematically summarises the contemporary evidence regarding the transmission of Strep A.

Cardiac monitoring safety assessment framework for early phase group a streptococcal vaccine trials

This paper presents a comprehensive cardiac safety framework for early clinical development of Streptococcus pyogenes (Group A Streptococcus) vaccines, endorsed by the Strep A Vaccine Global Consortium and the Australian Strep A Vaccine Initiative. Given historical concerns about vaccine-associated acute rheumatic fever, we have established standardized echocardiography protocols integrated with clinical assessment for monitoring cardiac safety in early-phase vaccine trials.

Immunogenicity and Safety of a 2 + 1 DTPa Priming Schedule in Australian Infants and the Impact of Maternally Derived Antibodies on Pertussis Antibody Responses up to 4 Years of Age

We assessed the impact of maternally derived pertussis antibodies on infant responses to a 2 + 1 vaccine schedule (6 weeks, 12 weeks, and 12 months). Infants with baseline antibodies showed lower IgG responses following the primary vaccination series, but this did not impair booster responses at 4 years of age.

What Do Food Business Owners and Managers Think About Enhancing the Nutritional Quality of Kids' Menus in Sit-Down Eating-Out-of-Home Venues?

As the frequency of eating out-of-home among Australian families increases, concerns have arisen regarding the nutritional quality of Kids' Menus. This study investigated the views of food business owners and managers on Kids' Menus at sit-down venues, specifically factors influencing the choice of meals offered on Kids' Menus and potential initiatives for enhancing the nutritional quality of these menus.

‘Feeling like you can't do anything because you don't know where to start’—Parents' Perspectives of Barriers and Facilitators to Accessing Early Detection for Children at Risk of CP

Early detection of cerebral palsy (CP) risk is possible from 12 weeks corrected gestational age (CGA) using standardised assessments; however, up to half of children at risk are not referred early, missing out on early intervention. We investigated the barriers and facilitators to accessing early intervention from the perspective of parents of children who did not receive services by 6 months CGA.

High Expression of NTRK1 in ETV6::RUNX1 Positive Acute Lymphoblastic Leukaemia Drives Factor Independence and Sensitivity to Larotrectinib

ETV6::RUNX1 is one of the most common recurrent genomic abnormalities in acute lymphoblastic leukaemia (ALL) and is associated with a good prognosis. High expression of NTRK1, encoding tropomyosin receptor kinase A (TrkA), confers a poor prognosis in other malignancies and may contribute to therapy resistance in patients with ETV6::RUNX1 B-ALL.