Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings in ....Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings into the blueprint for a next-generation infectious disease surveillance system for Australia. We will use a simulation-evaluation approach, coupling methods from infectious disease modelling with those from information theory optimal design. Outcomes will enable more tailored and effective pandemic response.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170100106
Funder
Australian Research Council
Funding Amount
$360,000.00
Summary
Measuring interference from prior memories using experience sampling. The project aims to better understand the causes of forgetting in recognition memory. This project will measure participants' experiences using smartphone technology for four weeks before a recognition memory experiment. Similarities between the images in the experiment and images in prior experience can be used to fully specify all interference components within a computational model of recognition memory, leading to a comple ....Measuring interference from prior memories using experience sampling. The project aims to better understand the causes of forgetting in recognition memory. This project will measure participants' experiences using smartphone technology for four weeks before a recognition memory experiment. Similarities between the images in the experiment and images in prior experience can be used to fully specify all interference components within a computational model of recognition memory, leading to a complete model of recognition memory. Better understanding the causes of forgetting in recognition memory could show how interference contributes to memory impairments in ageing, and ultimately Alzheimer’s and other clinical disorders.Read moreRead less
CD1C-LIPID-REACTIVE T CELLS. The immune system patrols our body examining molecules such as proteins and lipids that signal whether or not everything is ok. While protein recognition by the immune system is well understood, our knowledge of the fundamental features of lipid detection is poor. This project will investigate the detection of lipid molecules that are presented to the immune system in association with a molecule known as CD1c. The aims are to understand: 1. The cells that respond to ....CD1C-LIPID-REACTIVE T CELLS. The immune system patrols our body examining molecules such as proteins and lipids that signal whether or not everything is ok. While protein recognition by the immune system is well understood, our knowledge of the fundamental features of lipid detection is poor. This project will investigate the detection of lipid molecules that are presented to the immune system in association with a molecule known as CD1c. The aims are to understand: 1. The cells that respond to these lipids; 2. The cellular receptors that bind to these lipids; 3. The types of lipids involved in this process. This work is essential for us to understand lipid-based immunology which is critical if we ultimately wish to harness this to improve human health.Read moreRead less
A statistical decision theory of cognitive capacity. This project aims to investigate the limited capacity of the human cognitive system to form representations of the things in the world around us and to make decisions about them in real time. Its goal is to provide an integrated theory of cognitive capacity based on the statistical properties of cognitive representations and the decision processes that act on them. Its expected outcome will be a unified metric for cognitive capacity that will ....A statistical decision theory of cognitive capacity. This project aims to investigate the limited capacity of the human cognitive system to form representations of the things in the world around us and to make decisions about them in real time. Its goal is to provide an integrated theory of cognitive capacity based on the statistical properties of cognitive representations and the decision processes that act on them. Its expected outcome will be a unified metric for cognitive capacity that will allow us to quantify how cognitive load affects the speed and accuracy of decision making. It will benefit the design and evaluation of high workload real-time decision systems and will contribute to the selection and training of users of such systems.
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Engineering approaches towards atomic imaging of bacterial cells. This project aims to develop novel approaches for analysis of single biological cells at atomic scale. The project will first develop an approach by utilising nanoscale ion beam to interact with the frozen cells in a controllable manner, followed by performing nanoscale dissection and analyses. By introducing engineered two-dimensional materials, namely graphene, atomic resolution three-dimensional imaging of the cellular chemistr ....Engineering approaches towards atomic imaging of bacterial cells. This project aims to develop novel approaches for analysis of single biological cells at atomic scale. The project will first develop an approach by utilising nanoscale ion beam to interact with the frozen cells in a controllable manner, followed by performing nanoscale dissection and analyses. By introducing engineered two-dimensional materials, namely graphene, atomic resolution three-dimensional imaging of the cellular chemistry will become feasible, which will shed light on various fundamental mechanisms inside the cells. This will provide significant benefits upon success, and will impact a wide spectrum of fields from understanding cellular functions to developing effective drugs.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240101348
Funder
Australian Research Council
Funding Amount
$470,999.00
Summary
Synergies between physical exercise, brain stimulation, and neuroplasticity. The brain is a highly dynamic organ. This capacity, known as neuroplasticity, governs our ability to learn new skills, acquire new knowledge, and fine-tune cognition. This project aims to investigate synergies between exercise, brain stimulation, and neuroplasticity, via application of a highly innovative interdisciplinary approach combining exercise physiology and cognitive neuroscience techniques. This project will pi ....Synergies between physical exercise, brain stimulation, and neuroplasticity. The brain is a highly dynamic organ. This capacity, known as neuroplasticity, governs our ability to learn new skills, acquire new knowledge, and fine-tune cognition. This project aims to investigate synergies between exercise, brain stimulation, and neuroplasticity, via application of a highly innovative interdisciplinary approach combining exercise physiology and cognitive neuroscience techniques. This project will pioneer novel, non-invasive methods of harnessing neuroplasticity to improve brain function, and generate fundamental insights into the mechanisms mediating learning and memory. Read moreRead less
Antigen selection mechanisms control T cell immunity against bacteria. CD4+ T (T helper) cells are required to control many important bacterial infections. This Project aims to identify the key targets of CD4+ T cells responding to a model bacterial infection, and to correlate potential antigen effectiveness with native expression, antigen presentation, and the function of antigen-specific CD4+ T cells over time. Our validated experimental 'pipeline' has unprecedented potential to define potent ....Antigen selection mechanisms control T cell immunity against bacteria. CD4+ T (T helper) cells are required to control many important bacterial infections. This Project aims to identify the key targets of CD4+ T cells responding to a model bacterial infection, and to correlate potential antigen effectiveness with native expression, antigen presentation, and the function of antigen-specific CD4+ T cells over time. Our validated experimental 'pipeline' has unprecedented potential to define potent CD4+ T cell antigens within the thousands of proteins expressed by a bacterial pathogen. Our unbiased analysis may help establish the rules that define effective antigenicity. Our work will improve the understanding of bacterial immunity, and inform future design of T-cell based vaccines in the agricultural sector.Read moreRead less
Deciphering novel cross-talk between innate cytokine receptors. Understanding the basic functions of interferons, how they signal to cells, is central to understanding fundamental immunity. Interferons are crucial molecules of the immune system that are important for normal cell development and they protect the body from viral infection and cancer but can be deleterious in different autoimmune diseases and trauma settings. Preliminary Data shows there is a pathway of interferon signalling that h ....Deciphering novel cross-talk between innate cytokine receptors. Understanding the basic functions of interferons, how they signal to cells, is central to understanding fundamental immunity. Interferons are crucial molecules of the immune system that are important for normal cell development and they protect the body from viral infection and cancer but can be deleterious in different autoimmune diseases and trauma settings. Preliminary Data shows there is a pathway of interferon signalling that has previously been overlooked. This project aims to understand how this pathway works and how it contributes to the normal workings of cells. This fundamental science has future consequences for the design of vaccines and for the design of therapeutics to treat diseases that show defective interferon signalling.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE230100730
Funder
Australian Research Council
Funding Amount
$448,000.00
Summary
Strategies to minimise the societal impacts of zoonotic pandemics. The continuing pandemic has had unprecedented effects across society. Population mobility restrictions have been effective in slowing transmission, but are only effective while in place and have dramatic adverse effects. Despite Australia’s relative success, we have lacked a clear national strategy to guide the optimal deployment of such restrictions. During this fellowship, I will use robust software development practices to dev ....Strategies to minimise the societal impacts of zoonotic pandemics. The continuing pandemic has had unprecedented effects across society. Population mobility restrictions have been effective in slowing transmission, but are only effective while in place and have dramatic adverse effects. Despite Australia’s relative success, we have lacked a clear national strategy to guide the optimal deployment of such restrictions. During this fellowship, I will use robust software development practices to develop a unified software platform that integrates semi-mechanistic, particle filter and agent-based methodologies. I will then use this platform to quantify the effects of mobility restrictions and define the optimal strategic response that should be selected based on the characteristics of a newly emerged pathogen.Read moreRead less
Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the h ....Reducing health disparities for culturally and linguistically diverse peoples. This project aims to develop a greater understanding of migrants and the factors that predict poor health outcomes related to blood-borne viruses and sexually transmitted infections. The delayed access by migrants to healthcare from culturally and linguistically diverse backgrounds results in late diagnosis, low treatment uptake, and poorer health outcomes, with enhanced risk of infection and increased burden on the health system. The data collected in this project will assist in developing health services to meet these needs.Read moreRead less