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Differential cell counts using center-point networks achieves human-level accuracy and efficiency over segmentationDifferential cell counts is a challenging task when applying computer vision algorithms to pathology. Existing approaches to train cell recognition require high availability of multi-class segmentation and/or bounding box annotations and suffer in performance when objects are tightly clustered.
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A systematic search and narrative review of Aboriginal and Torres Strait Islander women and men pelvic health care: demonstrated need for improvementPelvic health conditions among Aboriginal and Torres Strait Islander women and men are under-recognised and under-reported despite indication of the significant burden of these conditions. Access to effective management provided in a culturally safe manner appears lacking.
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A snapshot of consumer engagement in clinical trials in Australia: results of a national survey of clinical trial networks and research organisationsLittle is known about the extent, perceptions or experiences of consumers involved in clinical trials across Australia. The purpose of this National study was to better understand the activity and perceptions of clinical trial networks (CTNs), research co-ordinating centres and their consumers, around consumer involvement in clinical trials.
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Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: A systematic analysis for the Global Burden of Disease Study 2010Reliable and timely information on the leading causes of death in populations, and how these are changing, is a crucial input into health policy debates.
The Children's Diabetes Centre's research into Type 1 diabetes, childhood onset Type 2 diabetes and obesity aims to improve the lives of children and adolescents affected by these conditions.
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Validation of the Early Development Instrument in IndonesiaThis study finds that the Early Development Instrument shows moderate validity and reliability in poor communities in Indonesia
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Reducing all-cause mortality among patients with psychiatric disorders: a population-based studyWe investigated whether compulsory community treatment, could reduce all-cause mortality among patients with psychiatric disorders.
Improving the educational experiences of Aboriginal children and young people
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Spatial and temporal patterns of dengue incidence in Bhutan: a Bayesian analysisThis study aimed to quantify the spatial and temporal patterns of dengue and their relationship to environmental factors in dengue-affected areas
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An international cohort study of birth outcomes associated with hospitalized acute respiratory infection during pregnancyAcute respiratory or febrile illness hospitalization during pregnancy was associated with increased risk of preterm birth and low birthweight birth