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Development of prognostic model for preterm birth using machine learning in a population-based cohort of Western Australia births between 1980 and 2015Preterm birth is a global public health problem with a significant burden on the individuals affected. The study aimed to extend current research on preterm birth prognostic model development by developing and internally validating models using machine learning classification algorithms and population-based routinely collected data in Western Australia.
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Hypothesis-driven genome-wide association studies provide novel insights into genetics of reading disabilitiesReading Disability is often characterized by difficulties in the phonology of the language. While the molecular mechanisms underlying it are largely undetermined, loci are being revealed by genome-wide association studies.
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Respiratory Health Inequities among Children and Young Adults with Cerebral Palsy in Aotearoa New Zealand: A Data Linkage StudyRespiratory disease is a leading cause of morbidity, mortality, and poor quality of life in children with cerebral palsy (CP). This study describes the prevalence of CP-related respiratory disease and the non-modifiable risk factors for respiratory-related hospital admissions in the Aotearoa New Zealand population.
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Survival Outcomes of Children with Relapsed or Refractory Myeloid Leukemia Associated with Down syndromeChildren with Down syndrome (DS) are at a significantly higher risk of developing acute myeloid leukemia, also termed myeloid leukemia associated with DS (ML-DS). In contrast to the highly favorable prognosis of primary ML-DS, the limited data that are available for children who relapse or who have refractory ML-DS (r/r ML-DS) suggest a dismal prognosis. There are few clinical trials and no standardized treatment approach for this population.
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Use of Neuroimaging to Predict Adverse Developmental Outcomes in High-Risk InfantsWith advances in perinatal care, we have achieved major reductions in mortality in premature and critically ill infants, but they still remain at increased risk of neurodevelopmental disability. In this context, recent advances in neuroimaging are perceived as an addition of significant value to current clinical developmental screening programs.
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The Development and Feasibility of a Manualised Therapeutic Playgroup for Children with Developmental DelayPlaygroups are widely used throughout the Australian community yet understanding of their efficacy is hindered by inconsistent playgroup definitions and practice principles. This study aimed to develop, implement and evaluate the feasibility of a manualised therapeutic playgroup for children with developmental delay and their families using a three step process.
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Measuring skeletal muscle morphology and architecture with imaging modalities in children with cerebral palsy: a scoping reviewTo investigate the use of ultrasound and magnetic resonance imaging (MRI) methodologies to assess muscle morphology and architecture in children with cerebral palsy (CP).
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Quality of life beyond diagnosis in intellectual disability – Latent profilingTo compare quality of life (QOL) across diagnoses associated with intellectual disability, construct QOL profiles and evaluate membership by diagnostic group, function and comorbidities.
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A qualitative exploration of motivations and barriers for community leisure organisations’ engagement with the Jooay™ mobile appParticipation in leisure activities is key to the physical and mental health of children and adolescents with disabilities. The Jooay™ mobile app aims to link children and adolescents with disability to participation opportunities in their community.
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The neglect of a child with intellectual disability as reported in Australian news media: A Foucauldian discourse analysisPeople with intellectual disability experience a high risk of being neglected and family members are often identified as the perpetrators. Analysing the media provides insight into public narratives about social problems. A search of Australian newspapers published between 2016 and 2021 identified 27 articles that predominately reported on a single case of familial neglect of an individual with intellectual disability.