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Robust and Interpretable General Movement Assessment Using Fidgety Movement DetectionFidgety movements occur in infants between the age of 9 to 20 weeks post-term, and their absence are a strong indicator that an infant has cerebral palsy. Prechtl's General Movement Assessment method evaluates whether an infant has fidgety movements, but requires a trained expert to conduct it. Timely evaluation facilitates early interventions, and thus computer-based methods have been developed to aid domain experts.
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Mapping the citation network on vitamin D research in Australia: a data-driven approachVitamin D research can vary geographically, as vitamin D status is influenced by latitude, season, dietary intake, body mass index, ethnicity, and public health initiatives. Over the last two decades, research on vitamin D has increased in Australia, where the potential for sun exposure (a major source of vitamin D) is high. We aimed to identify key topics and gaps in vitamin D research in Australia using a data-driven approach.
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Following in Banting’s footsteps or straying from the path? Observations from contemporary diabetes innovationWhile advancements in the treatment of diabetes continue to rapidly evolve, many of the newer technologies have financial barriers to care, opposing the egalitarian ethos of Banting who sold his patent on insulin for a nominal cost to allow it to be made widely available. Inequity in access to new therapies drives disparity in diabetes burden with potential for these gaps to widen in the future.
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The effect and control of malaria in pregnancy and lactating women in the Asia-Pacific regionHalf of all pregnancies at risk of malaria worldwide occur in the Asia-Pacific region, where Plasmodium falciparum and Plasmodium vivax co-exist. Despite substantial reductions in transmission, malaria remains an important cause of adverse health outcomes for mothers and offspring, including pre-eclampsia. Malaria transmission is heterogeneous, and infections are commonly subpatent and asymptomatic.
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Scalability and scaling-up strategy of a physical activity policy intervention in Australian childcare centresThere is an urgent need for scalable interventions to promote physical activity in early childhood. An early childhood education and care physical activity policy intervention with implementation support strategies (Play Active) has been proposed for scale-up in Australia.
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Cochlear implantation in children under 12 months of age: surgical outcomes and considerations—a Western Australian perspectiveThe introduction of universal newborn hearing screening has allowed for early identification and diagnosis of children with severe-profound hearing loss. This study aims to provide the first Western Australian perspective on the surgical feasibility and safety of cochlear implantation before 12 months of age.
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Resilience and mental health among care leavers: Role of social inclusion, self-determination, and independent living skillsYoung people transitioning from out-of-home care (OHC) frequently experience poor mental health and resilience due to adverse childhood experiences (ACEs). However, there is limited understanding of the factors that mediate and moderate these outcomes. This is the first study to integrate linked administrative and longitudinal data to examine the mediation and moderation effects of placement stability, independent living skills (ILS), social inclusion, and self-determination when examining the association between ACEs and care status on mental health and resilience.
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Empowering Social Competence: A Scoping Review of Digital Social Skills Training InterventionsEffective social skills are essential for functional social support, help-seeking, and resource access. Digital social skills training plays a key role in empowering individuals to develop social competence, improve access to various support and resources, and enhance locus of control through dynamic media.
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Heterogeneity and distribution characteristics of tertiary lymphoid structures predict prognostic outcome in esophageal squamous cell carcinomaTertiary Lymphoid Structures (TLSs) are ectopic lymphoid aggregates that form within the tumor microenvironment (TME) and are increasingly recognized as potential prognostic biomarkers in various cancers. However, the spatial heterogeneity and prognostic value of TLSs in esophageal squamous cell carcinoma (ESCC) remain poorly defined. This study aimed to characterize the spatial distribution patterns of TLSs and tumor-infiltrating lymphocytes (TILs), and to establish a refined prognostic model for ESCC patients in both surgery-only and neoadjuvant therapy cohorts.
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Neonatal skin: barrier, immunity and infection prevention in the NICUThe neonatal skin is central to early survival and immune development. Far from being a passive mechanical barrier, it integrates physical, chemical, and microbial defences that together protect the infant in the immediate postnatal period. In preterm infants, structural immaturity, reduced antimicrobial capacity, and altered microbial colonisation confer heightened vulnerability to infection and inflammation.