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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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Description of Total Population Hospital Admissions for Treacher Collins Syndrome in AustraliaTo describe patterns and demographic characteristics of total-population hospital admissions with a diagnosis of Treacher Collins syndrome (TCS) in Australia.
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Innate Immune Training for Prevention of Recurrent Wheeze in Early ChildhoodPat Deborah Holt Strickland PhD, DSc, FRCPath, FRCPI, FAA PhD Emeritus Honorary Researcher Head, Pregnancy and Early Life Immunology Patrick.Holt@
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Quantifying malaria acquired during travel and its role in malaria elimination on Bioko IslandMalaria elimination is the goal for Bioko Island, Equatorial Guinea. Intensive interventions implemented since 2004 have reduced prevalence, but progress has stalled in recent years. A challenge for elimination has been malaria infections in residents acquired during travel to mainland Equatorial Guinea.
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Effectiveness of Foodbank Western Australia’s food sensations® for adults food literacy program in regional AustraliaFood Sensations for Adults, funded by the Western Australian Department of Health, is a four-week nutrition education program focused on food literacy, with demonstrated success amongst Western Australians. In the last two years, 25% of programs have been in regional and remote areas and therefore the aim of this research is to explore the impact of the program in regional areas.
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The relationship between meal carbohydrate quantity and the insulin to carbohydrate ratio required to maintain glycaemia is non-linear in young people with type 1 diabetes: A randomized crossover trialTo determine if the relationship between meal carbohydrate quantity and the insulin to carbohydrate ratio (ICR) required to maintain glycaemia is linear in people with type 1 diabetes.
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Echinocandins in Pediatric Invasive Candidiasis and the Challenges of Antifungal Use in ChildrenIn pediatric invasive candidiasis (IC), epidemiology and risk factors differ compared to adults. Furthermore, the use of antifungals in children is challenging and requires consideration of availability and tolerability of formulations, pharmacokinetic and pharmacodynamic variations, and safety in different age groups.
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The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes PatientsThe potential of using an electroencephalogram (EEG) to detect hypoglycemia in patients with type 1 diabetes has been investigated in both time and frequency domains. Under hyperinsulinemic hypoglycemic clamp conditions, we have shown that the brain's response to hypoglycemic episodes could be described by the centroid frequency and spectral gyration radius evaluated from spectral moments of EEG signals.
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Defining Age-specific Relationships of Respiratory Syncytial Virus and Rhinovirus Species in Hospitalized Children With Acute WheezeAcute wheezing is one of the most common hospital presentations for young children. Respiratory syncytial virus (RSV) and rhinovirus (RV) species A, B and the more recently described species C are implicated in the majority of these presentations. However, the relative importance and age-specificities of these viruses have not been defined.
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Examining prescribing, timeliness and data recording of immunisations onto a national electronic immunisation register for inpatients at a tertiary paediatric hospitalThe aim of this study was to investigate the quality and adherence of inpatient immunisation prescribing, as well as timeliness and recording of immunisations onto the national immunisation register, within a tertiary paediatric hospital setting. We conducted an observational, retrospective review of inpatient immunisations at Perth Children’s Hospital from July 2018 to February 2019.