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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.
Research
The Centres for Disease Control light trap and the human decoy trap compared to the human landing catch for measuring Anopheles biting in rural TanzaniaVector mosquito biting intensity is an important measure to understand malaria transmission. Human landing catch (HLC) is an effective but labour-intensive, expensive, and potentially hazardous entomological surveillance tool. The Centres for Disease Control light trap (CDC-LT) and the human decoy trap (HDT) are exposure-free alternatives.
Research
Spatial distribution of rotavirus immunization coverage in Ethiopia: a geospatial analysis using the Bayesian approachRotavirus causes substantial morbidity and mortality every year, particularly among under-five children. Despite Rotavirus immunization preventing severe diarrheal disease in children, the vaccination coverage remains inadequate in many African countries including Ethiopia.
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Associations of serum short-chain fatty acids with circulating immune cells and serum biomarkers in patients with multiple sclerosisAltered composition of gut bacteria and changes to the production of their bioactive metabolites, the short-chain fatty acids (SCFAs), have been implicated in the development of multiple sclerosis (MS). However, the immunomodulatory actions of SCFAs and intermediaries in their ability to influence MS pathogenesis are uncertain. In this study, levels of serum SCFAs were correlated with immune cell abundance and phenotype as well as with other relevant serum factors in blood samples taken at first presentation of Clinically Isolated Syndrome (CIS; an early form of MS) or MS and compared to healthy controls. There was a small but significant reduction in propionate levels in the serum of patients with CIS or MS compared with healthy controls.
Research
A comparison of major trauma patient transport destination in metropolitan Perth, Western AustraliaThis study examines the characteristics and outcomes of major trauma patients between transport destinations
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Mothers’ understanding of infant feeding guidelines and their associated practices: A qualitative analysisThe findings indicated that in spite of continued promotion of the AIFG over the past ten years achieving the around six months guideline is challenging
We are a collaborative group focused on improving outcomes for children with leukaemia. The Research Assistant will evaluate novel therapeutics in
Patient recruitment, sample collection & coordination of a clinical study in patients with rheumatic heart disease.
Research
Use of high-resolution fluorescence in situ hybridization for fast and robust detection of SARS-CoV-2 RNAsEarly, rapid, and accurate diagnostic tests play critical roles not only in the identification/management of individuals infected by SARS-CoV-2, but also in fast and effective public health surveillance, containment, and response. Our aim has been to develop a fast and robust fluorescence in situ hybridization (FISH) detection method for detecting SARS-CoV-2 RNAs by using an HEK 293 T cell culture model.Â
Research
Protocol for the Care-IS Trial: a randomised controlled trial of a supportive educational intervention for carers of patients with high-grade glioma (HGG).This paper outlines the objectives of a randomised control trial that will be conducted to investigate primary carers of those with high-grade glioma.