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Research
Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malariaIndividual-based models have become important tools in the global battle against infectious diseases, yet model complexity can make calibration to biological and epidemiological data challenging. We propose using a Bayesian optimization framework employing Gaussian process or machine learning emulator functions to calibrate a complex malaria transmission simulator.
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A multifaceted approach increased staff confidence to develop outside of school hours care as a health promoting settingOutside-of-school-hours-care (OSHC) services are well positioned to influence the health behaviours of 489, 800 Australian children, and are an important setting for health promotion given the current rates of childhood overweight and obesity and associated health risks. OSHC Professionals are ideally placed to become positive influencers in this setting, although they may require training and support to confidently perform this role.
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Perspectives of patients, family members, health professionals and the public on the impact of COVID-19 on mental healthThe coronavirus (COVID-19) pandemic has seen a global surge in anxiety, depression, post-traumatic stress disorder (PTSD), and stress. Aims: This study aimed to describe the perspectives of patients with COVID-19, their family, health professionals, and the general public on the impact of COVID-19 on mental health.
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The impact of weather on time allocation to physical activity and sleep of child-parent dyads - Life Course Centre Working Paper Series 2021This study explores the differential impact of weather on time allocation to physical activity and sleep by children and their parents. We use nationally representative data with time use indicators objectively measured on multiple occasions for more than 1,100 child-parent pairs, coupled with daily meteorological data.
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The Challenges of Being Physically Active: A Qualitative Study of Young People With Type 1 Diabetes and Their ParentsBenefits of physical activity are well recognized for youth with type 1 diabetes mellitus (T1DM), but being active is challenging. In this study, we aimed to investigate the challenges experienced by adolescents, their parents and young adults with T1DM when they are physically active.
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Pediatric Airway Management in Times of COVID-19-a Review of the Evidence and ControversiesThis review summarizes and provides a comprehensive narrative synthesis of the current evidence on pediatric airway management during the COVID-19 pandemic.
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Preventative therapeutic approaches for hypertrophic cardiomyopathySarcomeric gene mutations are associated with the development of hypertrophic cardiomyopathy (HCM). Current drug therapeutics for HCM patients are effective in relieving symptoms, but do not prevent or reverse disease progression. Moreover, due to heterogeneity in the clinical manifestations of the disease, patients experience variable outcomes in response to therapeutics.
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Protocol for the systematic review of the epidemiology of superficial Streptococcal A infections (skin and throat) in AustraliaWe have produced a protocol for the comprehensive systematic review of the current literature around superficial group A Streptococcal infections in Australia.
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Use of parenteral nutrition in term and late preterm infants: An Australian and New Zealand SurveyThere is limited information regarding the use of parenteral nutrition (PN) in term and late preterm infants. We conducted a survey to study the current clinical practices within Australia and New Zealand (ANZ). A 15-question online-survey was distributed to 232 neonatologists and 55 paediatric intensivists across ANZ between September and November 2019.
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Time to address the neglected burden of group A StreptococcusJonathan Jeffrey Carapetis AM Cannon AM MBBS FRACP FAFPHM PhD FAHMS BSc(Hons) BBus PhD Executive Director; Co-Head, Strep A Translation; Co-Founder