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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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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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Assessing the utility of routine viral surveillance performed in children undergoing autologous stem cell transplantation at a single centreWe assessed the utility of routine viral surveillance for cytomegalovirus, Epstein–Barr virus and human adenovirus in children <16 years, undergoing autologous stem cell transplantation (ASCT) at a single centre over a 10-year period. A total of 85 ASCT were performed in 65 patients.
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Early Years and Disadvantage: Matching Developmental Circumstances in Populations to Prevention and Intervention OpportunitiesIn this chapter we use rich longitudinal data to examine the typical growth of vocabulary in children as they age from 4 years onwards.
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The Cost of Control: Cost-effectiveness Analysis of Hybrid Closed-Loop Therapy in YouthHybrid closed-loop (HCL) therapy is an efficacious management strategy for young people with type 1 diabetes. However, high costs prevent equitable access. We thus sought to evaluate the cost-effectiveness of HCL therapy compared with current care among young people with type 1 diabetes in Australia.
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Chemotherapy-induced peripheral neuropathy in children and adolescent cancer patientsBrain cancer and leukemia are the most common cancers diagnosed in the pediatric population and are often treated with lifesaving chemotherapy. However, chemotherapy causes severe adverse effects and chemotherapy-induced peripheral neuropathy (CIPN) is a major dose-limiting and debilitating side effect.
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Effects of climatic factors on COVID-19 transmission in EthiopiaClimatic conditions play a key role in the transmission and pathophysiology of respiratory tract infections, either directly or indirectly. However, their impact on the COVID-19 pandemic propagation is yet to be studied.
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Neonatal Docosahexaenoic Acid in Preterm Infants and Intelligence at 5 YearsDocosahexaenoic acid (DHA) is a component of neural tissue. Because its accretion into the brain is greatest during the final trimester of pregnancy, infants born before 29 weeks' gestation do not receive the normal supply of DHA. The effect of this deficiency on subsequent cognitive development is not well understood.
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Preservice teachers’ accuracy in measuring child engagement using a digitised momentary time sampling measureEngagement has been identified as an important predictor of student outcomes; therefore, teachers’ ability to accurately and objectively measure student engagement is essential and can assist teachers to make instructional decisions based on data rather than perception.
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Flowering locus T indel variants confer vernalization-independent and photoperiod-insensitive flowering of yellow lupin (Lupinus luteus L.)Ongoing climate change has considerably reduced the seasonal window for crop vernalization, concurrently expanding cultivation area into northern latitudes with long-day photoperiod. To address these changes, cool season legume breeders need to understand molecular control of vernalization and photoperiod.