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        Research

        Differential cell counts using center-point networks achieves human-level accuracy and efficiency over segmentation

        Differential cell counts is a challenging task when applying computer vision algorithms to pathology. Existing approaches to train cell recognition require high availability of multi-class segmentation and/or bounding box annotations and suffer in performance when objects are tightly clustered. ...

        Research

        Effects of dietary omega-3 intake on vigilant attention and resting-state functional connectivity in neurotypical children and adolescents

        Vigilant Attention (VA) is a critical cognitive function allowing to maintain our attention, particularly in redundant or intellectually unchallenging situations. Evidence has shown that, as the brain develops, VA abilities rapidly improve throughout childhood and adolescence. ...

        Research

        Associations between respiratory and vascular function in early childhood

        The link between respiratory and vascular health is well documented in adult populations. Impaired lung function is consistently associated with thicker arteries and higher incidence of cardiovascular disease. However, there are limited data on this relationship in young children and the studies that exist have focussed on populations at high risk of cardiorespiratory morbidity. ...

        Research

        Measuring social and emotional wellbeing in aboriginal youth using strong souls: A rasch measurement approach

        Currently, there are few robustly evaluated social and emotional wellbeing (SEWB) measures available for use with Aboriginal youth in research, policy, and practice. ...

        Research

        Fidelity and coordination of mitochondrial protein synthesis in health and disease

        The evolutionary acquisition of mitochondria has given rise to the diversity of eukaryotic life. Mitochondria have retained their ancestral α-proteobacterial traits through the maintenance of double membranes and their own circular genome. Their genome varies in size from very large in plants to the smallest in animals and their parasites. The mitochondrial genome encodes essential genes for protein synthesis and has to coordinate its expression with the nuclear genome from which it sources most of the proteins required for mitochondrial biogenesis and function. ...

        Research

        Allergen shedding in human milk: Could it be key for immune system education and allergy prevention?

        In addition to being a source of nutrients for the developing newborn, human milk contains thousands of bioactive compounds, which influence infant health in the short-term as exemplified by its major benefits on infectious disease prevention. Many of the human milk compounds also have the required characteristics to instruct immune development and guide long-term health. ...

        Research

        Cohort Profile: HABITAT-a longitudinal multilevel study of physical activity, sedentary behaviour and health and functioning in mid-to-late adulthood

        The benefits of physical activity in reducing the risk of non-communicable diseases are well documented. Physical inactivity contributes to 6–10% of the burden of coronary heart disease, type 2 diabetes, and breast and colon cancers. ...

        Research

        Clinical utilisation of the Infant Monitor of vocal Production (IMP) for early identification of communication impairment in young infants at-risk of cerebral palsy: a prospective cohort study

        Aim: To report prospective longitudinal data of early vocaliszations of infants identified “at-risk” of cerebral palsy (CP) for early identification of communication impairment.  This case-control longitudinal prospective cohort study reports on the assessment of 36 infants. ...

        Research

        Protection against neonatal respiratory viral infection via maternal treatment during pregnancy with the benign immune training agent OM-85

        Incomplete maturation of immune regulatory functions at birth is antecedent to the heightened risk for severe respiratory infections during infancy. Our forerunner animal model studies demonstrated that maternal treatment with the microbial-derived immune training agent OM-85 during pregnancy promotes accelerated postnatal maturation of mechanisms that regulate inflammatory processes in the offspring airways. ...

        Research

        Evaluation of an Australian neurological nurse-led model of postdischarge care

        Neurological disorders are a leading cause of disease burden worldwide, placing a heavy demand on health systems. This study evaluated the impacts and cost savings of a community-based nursing service providing supported discharge for neurological patients deemed high-risk for unplanned emergency department presentations and/or hospital readmissions. It focused on adult patients with stroke, epilepsy, migraine/headache or functional neurological disorders discharged from a Western Australian tertiary hospital. ...

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