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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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Systematic Review and Meta-analysis: Early Irritability as a Transdiagnostic Neurodevelopmental Vulnerability to Later Mental Health ProblemsIrritability is a transdiagnostic indicator of child and adolescent internalizing and externalizing problems that is measurable from early life. The objective of this systematic review was to determine the strength of the association between irritability measured from 0 to 5 years and later internalizing and externalizing problems, to identify mediators and moderators of these relationships, and to explore whether the strength of the association varied according to irritability operationalization.
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Epidemiology of Hospital Admissions for Craniosynostosis in Australia: A Population-Based StudyTo describe trends, age, and sex-specific patterns of population hospital admissions with a diagnosis of craniosynostosis (CS) in Australia. Population data for hospital separations (in-patient) from public and private hospitals (July 1996-June 2018) were obtained from the publicly available Australian Institute of Health and Welfare (AIHW) National Hospital Morbidity Database.
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Spinal fusion in girls with Rett syndrome: Post-operative recovery and family experiencesRett syndrome is a severe neurodevelopmental disorder mainly affecting females and scoliosis is a common co-morbidity. Spinal fusion may be recommended if...
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Family satisfaction following spinal fusion in Rett syndromeFamilies participating in the population-based and longitudinal Australian Rett Syndrome Database whose daughter had undergone spinal fusion provided data on...
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Admissions in Children with Down Syndrome: Experience of a Population-Based Cohort Followed from BirthThis study describes patterns of hospitalisations for children and young people with Down syndrome in Western Australia.
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Validating the rett syndrome gross motor scaleThe Rett Syndrome Gross Motor Scale could be an appropriate measure of gross motor skills in clinical practice and clinical trials
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Association of gestational age at birth with reasons for subsequent hospitalisation: 18 Years of follow-up in a Western Australian population studyPreterm infants are at a higher risk of hospitalisation following discharge from the hospital after birth.
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Health conditions and their impact among adolescents and young adults with down syndromeThe aim of this study was to examine the prevalence of medical conditions and use of health services among young adults with Down syndrome and describe the...
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The Western Australian family connections genealogical project: Detection of familial occurrences of single gene and chromosomal DisordersThis study utilised a Western Australian (WA) genealogical database for the identification of single gene and chromosome disorders among families.