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Research

Differential cell counts using center-point networks achieves human-level accuracy and efficiency over segmentation

Differential 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.

Research

Quantifying malaria acquired during travel and its role in malaria elimination on Bioko Island

Malaria 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.

Research

Moderate and severe diabetic ketoacidosis at type 1 diabetes onset in children over two decades: A population-based study of prevalence and long-term glycemic outcomes

To investigate in a population-based pediatric cohort: prevalence of moderate-severe diabetic ketoacidosis at type 1 diabetes diagnosis over two decades and its association with long-term glycemic control.

Research

Retinoic Acid Induces an IFN-Driven Inflammatory Tumour Microenvironment, Sensitizing to Immune Checkpoint Therapy

With immune checkpoint therapy (ICT) having reshaped the treatment of many cancers, the next frontier is to identify and develop novel combination therapies to improve efficacy. Previously, we and others identified beneficial immunological effects of the vitamin A derivative tretinoin on anti-tumour immunity.

Research

Effects of simulated high altitude on blood glucose levels during exercise in individuals with Type 1 Diabetes

Current exercise guidelines for individuals with type 1 diabetes (T1D) do not consider the impact that high altitude may have on blood glucose levels (BGL) during exercise.

Research

Organization and expression of the mammalian mitochondrial genome

The mitochondrial genome encodes core subunits of the respiratory chain that drives oxidative phosphorylation and is, therefore, essential for energy conversion. Advances in high-throughput sequencing technologies and cryoelectron microscopy have shed light on the structure and organization of the mitochondrial genome and revealed unique mechanisms of mitochondrial gene regulation.

Research

The built environment and early childhood development: qualitative evidence from disadvantaged Australian communities

This paper explores neighborhood-built environment features related to ‘better than expected’ and ‘as expected’ early childhood development outcomes (ECD) in 14 Australian disadvantaged communities. This paper draws from mixed methods data collected in the Kids in Communities Study–an Australian investigation of community effects on ECD–in communities across five states and territories.

Research

Variation in the prevalence of different forms of bullying victimisation among adolescents and their associations with family, peer and school connectedness: a population-based study in 40 lower and middle income to high-income countries (LMIC-HICs)

This study aimed to estimate the prevalence of different forms of bullying victimization experiences and their association with family functioning, peer relationships and school connectedness among adolescents across 40 lower and middle income to high-income countries (LMIC-HICs).

Research

Looking beyond: complex holistic care needs of Syrian and Iraqi refugee children and adolescents

Protracted international conflict has seen escalating numbers of displaced and resettled Syrian and Iraqi refugees, raising concerns for their health and well-being. This paper describes the demographic and clinical profiles of recently resettled Syrian and Iraqi refugee children and adolescents across physical, psychosocial, developmental and educational domains using standardised multidisciplinary assessments.

Research

Hand function development of children with hemiplegic cerebral palsy: A scoping review

Hemiplegic cerebral palsy (hCP) typically impacts sensorimotor control of the hand, but comprehensive assessments of the hands of children with hCP are relatively rare. This scoping review summarizes the development of hand function for children with hCP.