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November 2022

Development of prognostic model for preterm birth using machine learning in a population-based cohort of Western Australia births between 1980 and 2015

Preterm 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.

Published research Child Disability Pre-term birth Child disability
December 2022

Risk and resilience factors impacting the mental health and wellbeing of siblings of individuals with neurodevelopmental conditions: A mixed methods systematic review

This pre-registered systematic review synthesised and evaluated the existing literature on self-reported mental health and wellbeing of siblings of individuals with neurodevelopmental conditions.

Published research Child Disability Youth mental health
December 2022

An exploratory study on the role of criminogenic risk factors and informant-rated everyday executive functioning in predicting the age of offending onset in young people with FASD

Fetal Alcohol Spectrum Disorder (FASD) is characterised by a range of neurodevelopmental deficits that may increase risks of justice system involvement. Improving our understanding of criminogenic risk factors and particularly the role of informant-rated executive functioning (EF) in predicting the age of offending onset in this clinical population may reduce recidivism and help inform targeted interventions.

Fetal Alcohol Spectrum Disorder (FASD) Published research Parenting & Families Child Disability