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Stillbirth risk prediction using machine learning for a large cohort of births from Western Australia, 1980–2015

Almost half of stillbirths could be potentially identified antenatally based on a combination of factors

Psychosocial disadvantage and residential remoteness is associated with Aboriginal women's mental health prior to childbirth

Optimal mental health in the pre-conception, pregnancy and postpartum periods is important for both maternal and infant wellbeing. Few studies, however, have focused on Indigenous women and the specific risk and protective factors that may prompt vulnerability to perinatal mental disorders in this culturally diverse population.