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Emulator-based Bayesian optimization for efficient multi-objective calibration of an individual-based model of malariaIndividual-based models have become important tools in the global battle against infectious diseases, yet model complexity can make calibration to biological and epidemiological data challenging. We propose using a Bayesian optimization framework employing Gaussian process or machine learning emulator functions to calibrate a complex malaria transmission simulator.
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Viral haemorrhagic fevers and malaria co-infections among febrile patients seeking health care in TanzaniaIn recent years there have been reports of viral haemorrhagic fever (VHF) epidemics in sub-Saharan Africa where malaria is endemic. VHF and malaria have overlapping clinical presentations making differential diagnosis a challenge.
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Distinct Streptococcus pneumoniae cause invasive disease in Papua New GuineaStreptococcus pneumoniae is a key contributor to childhood morbidity and mortality in Papua New Guinea (PNG). For the first time, whole genome sequencing of 174 isolates has enabled detailed characterisation of diverse S. pneumoniae causing invasive disease in young children in PNG, 1989-2014.
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Exposure to bile leads to the emergence of adaptive signaling variants in the opportunistic pathogen pseudomonas aeruginosaAdaptive variants of P. aeruginosa that arise following long term bile exposure enables the emergence of ecologically competitive sub-populations
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Potential use of Western Australia’s mandatory Midwives Notification System for routinely monitoring antenatal vaccine coverageWe observed low sensitivity and specificity of antenatal vaccination data in the Midwives Notification System
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Safety and Immunogenicity of MF59-Adjuvanted Cell Culture-Derived A/H5N1 Subunit Influenza Virus Vaccine: Dose-Finding Clinical Trials in Adults and the ElderlyIn adult and elderly participants, the full-dose aH5N1c vaccine formulation was well tolerated and met US and European licensure criteria for pandemic vaccines
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Production of IgG2 Antibodies to Pneumococcal Polysaccharides After Vaccination of Treated HIV Patients May Be Augmented by IL-7Rα Signaling in ICOS + Circulating T-CellsOur findings suggest that utilization of IL-7 by cTFH cells affects production of IgG2 antibodies to PPV23 antigens in some HIV patients
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Lessons learned from a hospital-wide review of blood stream infections for paediatric central line-associated blood stream infection preventionHealth care-associated bacteraemia has a significant impact on child health, exceeding the number of community-acquired bacteraemia at our hospital
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Public health and economic perspectives on acute rheumatic fever and rheumatic heart diseaseEfforts to eliminate ARF and RHD in Australia over the past decade have so far been unsuccessful, but this can change
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Impact of the “balatrine” intervention on soil-transmitted helminth infections in central Java, Indonesia: A pilot studyThe integrated BALatrine intervention was associated with a reduced incidence of soil-transmitted helminth infection