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        61-72 of 84 results for 'machine learning'

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        Mapping malaria by sharing spatial information between incidence and prevalence data sets

        As malaria incidence decreases and more countries move towards elimination, maps of malaria risk in low-prevalence areas are increasingly needed. For low-burden areas, disaggregation regression models have been developed to estimate risk at high spatial resolution from routine surveillance reports aggregated by administrative unit polygons. ...

        Research

        Spatiotemporal mapping of malaria incidence in Sudan using routine surveillance data

        Malaria is a serious threat to global health, with over 95 % of the cases reported in 2020 by the World Health Organization in African countries, including Sudan. Sudan is a low-income country with a limited healthcare system and a substantial burden of malaria. ...

        Research

        Geospatial modelling for malaria risk stratification and intervention targeting for high burden high impact countries

        Ewan Mark Punam Susan Tasmin Cameron Connell Amratia Rumisha Symons EC MC PA SR TS BSc PhD MSc PhD PhD (Biostatistics) Director of Malaria Risk Stratification Research Assistant, Epidemiology Statistics Honorary Research Associate Honorary Research ...

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        Precision pathways for young children at risk of Neurodevelopmental Disorders: Early identification and adaptive intervention starting from the prenatal period

        Amy Andrew Carol Deborah Gail Helen Jenny Kandice Martyn Finlay-Jones Whitehouse Watch and listen to Andrew Bower Strickland Alvares Leonard Downs Varcin Symons AFJ AJ C DH GA HM JA KJ MS BPsych(Hons), MPsych(Clinical), MHealthEcon, PhD (Clin Psych) ...

        Research

        Geospatial modelling for malaria risk stratification and intervention targeting for low-endemic countries

        Ewan Mark Punam Susan Tasmin Cameron Connell Amratia Rumisha Symons EC MC PA SR TS BSc PhD MSc PhD PhD (Biostatistics) Director of Malaria Risk Stratification Research Assistant, Epidemiology Statistics Honorary Research Associate Honorary Research ...

        Research

        Intellectual disability and autism prevalence in Western Australia: impact of the NDIS

        Estimates of the prevalence of intellectual disability or autism spectrum disorder may vary depending on the methodology, geographical location, and sources of ascertainment. The National Disability Insurance Scheme in Australia was introduced progressively from 2016 to provide individualized funding for eligible people with a significant and permanent disability. ...

        Research

        A situational assessment of treatments received for childhood diarrhea in the Federal Republic of Nigeria

        We assess progress towards improved case management of childhood diarrhea in Nigeria over a period of targeted health systems reform from 2013 to 2018. Individual and community data from three Demographic and Health Survey rounds are leveraged in a geospatial model designed for stratified estimation by venue of treatment seeking and State. ...

        Research

        Hospitalizations from Birth to 28 Years in a Population Cohort of Individuals Born with Five Rare Craniofacial Anomalies in Western Australia

        To describe trends, age-specific patterns, and factors influencing hospitalizations for 5 rare craniofacial anomalies. ...

        Research

        Empowering school communities to Support Student Mental health and Wellbeing: Development and Testing of the Online Assessment, Support and Implementation System (OASIS)

        Natasha Pete Asha Kevin Pearce Gething Bowen Runions NP PG AC KC PhD (Public Health), PostGrad Dip (Health Promotion), BApp Sc BA MBBS DCH FRACP PhD GAICD BSc (Hons) BEd MA PhD Honorary Research Associate Program Head, Child Health Analytics; Team ...

        Research

        THINK BIG - Neurodevelopmental Disorders

        Amy Andrew Helen Jenny Martyn Melissa Finlay-Jones Whitehouse Watch and listen to Andrew Leonard Downs Symons Licari AFJ AJ HM JA MS ML BPsych(Hons), MPsych(Clinical), MHealthEcon, PhD (Clin Psych) PhD MBChB MPH BApplSci (physio) MSc PhD B.A. (Hons ...

        Research

        Growth patterns in individuals with CDKL5 deficiency disorder

        Aim: To compare growth in individuals with cyclin-dependent kinase-like 5 (CDKL5) deficiency disorder with population norms and to investigate the effect of gastrostomy on growth.  ...

        Research

        A preliminary investigation of the effects of prenatal alcohol exposure on facial morphology in children with Autism Spectrum Disorder

        While early exposure to alcohol may influence the development of facial structures, it does not appear to be associated with ASD phenotypic variability ...

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