Analysing the protective role of platelets during malaria infection. Platelets protect the host during malarial infection. This project aims to study how platelets kill the malaria parasite by investigating the role of host molecules and their potential as novel antimalarial agents. The role of platelets in the pathogenesis of cerebral malaria syndrome will also be investigated.
Development of microwave tomography techniques and inverse methods for biomedical imaging applications. Microwave tomography is a rapidly emerging imaging technology with highly significant applications in industry and medicine. In particular, given its sensitivity to differences between normal and malignant breast tissue, non-invasive microwave imaging has been the subject of intense research interest in the last ten years. In collaboration with workers at Chalmers University in Sweden, we wi ....Development of microwave tomography techniques and inverse methods for biomedical imaging applications. Microwave tomography is a rapidly emerging imaging technology with highly significant applications in industry and medicine. In particular, given its sensitivity to differences between normal and malignant breast tissue, non-invasive microwave imaging has been the subject of intense research interest in the last ten years. In collaboration with workers at Chalmers University in Sweden, we will develop and evaluate a scanning microwave imaging tomographic system with a number of potential industrial and biomedical applications. This appears to be a new Australian initiative.Read moreRead less
Sampling and processing for diffusion magnetic resonance imaging. This project aims to develop optimal, efficient and robust signal processing methods for diffusion magnetic resonance imaging (dMRI) with reduced scan times. A child, possibly distressed, can only be motionless long enough to undergo a basic dMRI scan of the brain, but enhanced forms of dMRI need at least 60 minutes. The project’s processing methods will use spherical geometries, which encode information about white matter fibres ....Sampling and processing for diffusion magnetic resonance imaging. This project aims to develop optimal, efficient and robust signal processing methods for diffusion magnetic resonance imaging (dMRI) with reduced scan times. A child, possibly distressed, can only be motionless long enough to undergo a basic dMRI scan of the brain, but enhanced forms of dMRI need at least 60 minutes. The project’s processing methods will use spherical geometries, which encode information about white matter fibres in the brain, to collect and reconstruct images. The project is expected to reduce dMRI scan times and ultimately make non-invasive and inexpensive early detection of neurological disorders such as dementia feasible.Read moreRead less
The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of ....The improvement of climate change investigations by developing and applying innovative evolutionary subset time series modelling using semi-parametric sparse-patterned approaches. With an estimated US$6.98 trillion loss indicated in the Stern review, severe climate change will make world climate conditions harsher and more likely include large natural climate disasters. The health of the Australian economy is critically dependent on decisions of environmental managers. However, most problems of complexity arising in climate change involve issues on which we do not possess a deep understanding. This project draws upon a set of inter-disciplinary concepts and models centred in neural networks that enable us to advance our understanding of complexity, leading to superior quantitative tools and models to allow for improved environmental decision-making.
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The role of neutral amino acid transport in normal physiology. Future benefits of these studies include the Promotion and Maintenance of Good Health achieved by providing: (1) a better understanding of brain and balance disorders; (2) insights into the damaging effects of the sun and; (3) existing neonatal screening programmes for Hartnup disorder with greater scientific foundation regarding the implications of inheriting this condition, including dietary advce. We will be able to provide Austr ....The role of neutral amino acid transport in normal physiology. Future benefits of these studies include the Promotion and Maintenance of Good Health achieved by providing: (1) a better understanding of brain and balance disorders; (2) insights into the damaging effects of the sun and; (3) existing neonatal screening programmes for Hartnup disorder with greater scientific foundation regarding the implications of inheriting this condition, including dietary advce. We will be able to provide Australians who inherit Hartnup disorder with a better understanding of this disease by enabling individuals and families to make choices that lead to healthy, productive and fulfilling lives.Read moreRead less
Targeting the host lipid environment to disrupt malaria transmission. This project aims to characterise host molecules (in particular lipids) that are crucial for the transition of malaria parasites from one host to another. Malaria parasites encounter different environments upon their transition from human to the mosquito host. This project expects to generate new knowledge on physiological changes that are triggered by particular differences in micronutrient abundance that allow the parasites ....Targeting the host lipid environment to disrupt malaria transmission. This project aims to characterise host molecules (in particular lipids) that are crucial for the transition of malaria parasites from one host to another. Malaria parasites encounter different environments upon their transition from human to the mosquito host. This project expects to generate new knowledge on physiological changes that are triggered by particular differences in micronutrient abundance that allow the parasites to survive in the new host. Anticipated outcomes include the identification of new intervention strategies and improved transmission model systems for vector-borne diseases. This gained knowledge could provide benefits to future biomedical applications by informing diagnostics or treatment of lipid associated diseases.Read moreRead less
Positrons in biosystems. This project aims to improve our understanding of the damage processes in Positron Emission Tomography (PET). PET is a widely used medical imaging technique, but there are gaps in our understanding of the underlying interactions, in particular in the case of the radiation damage induced during the process. By using new models incorporating accurate descriptions of interactions processes, verified by experimental measurement, this project will develop a new model of posit ....Positrons in biosystems. This project aims to improve our understanding of the damage processes in Positron Emission Tomography (PET). PET is a widely used medical imaging technique, but there are gaps in our understanding of the underlying interactions, in particular in the case of the radiation damage induced during the process. By using new models incorporating accurate descriptions of interactions processes, verified by experimental measurement, this project will develop a new model of positron transport in PET. The project will allow validation of predictions from the model by undertaking experiments in liquid water.Read moreRead less
NONPARAMETRIC STATISTICS. Nonparametric statistical methods are techniques that implicitly choose statistical models from exceptionally large and highly adaptive classes. The project aims to develop innovative and practicable nonparametric methods in four areas: Statistical Smoothing, Data Mining, Mixture Methods and Robust Inference. The significance of the work lies in its novelty, the breadth of its practical motivation, and its position at the leading edge of contemporary work in statisti ....NONPARAMETRIC STATISTICS. Nonparametric statistical methods are techniques that implicitly choose statistical models from exceptionally large and highly adaptive classes. The project aims to develop innovative and practicable nonparametric methods in four areas: Statistical Smoothing, Data Mining, Mixture Methods and Robust Inference. The significance of the work lies in its novelty, the breadth of its practical motivation, and its position at the leading edge of contemporary work in statistics. Expected outcomes include new technologies for data analysis.Read moreRead less
Non-Canonical Amino Acids for Protein Analysis and Peptide Inhibitors. This interdisciplinary project aims to establish new tools to experimentally confirm 3D structure predictions of proteins that are otherwise difficult to study. A combination of innovative biochemistry, modern spectroscopy, and high-performance computing will be applied to study protein-protein and protein-ligand interactions. The project expects to generate new techniques and to test them on established drug targets. Expecte ....Non-Canonical Amino Acids for Protein Analysis and Peptide Inhibitors. This interdisciplinary project aims to establish new tools to experimentally confirm 3D structure predictions of proteins that are otherwise difficult to study. A combination of innovative biochemistry, modern spectroscopy, and high-performance computing will be applied to study protein-protein and protein-ligand interactions. The project expects to generate new techniques and to test them on established drug targets. Expected outcomes include new tools which quickly inform medicinal chemists how drugs interact with their targets and how they can be improved. The developed tools should provide significant benefit to many researchers by accelerating the early stage of drug discovery, and support Australia’s fast growing biotechnology sector.Read moreRead less
Protein Structure and Dynamics by Electron/Nuclear Paramagnetic Resonance. This interdisciplinary project aims to establish new magnetic resonance methods for the analysis of protein structure and motion at low concentrations and in physiological conditions that are otherwise difficult or impossible to study. It brings together four different research groups with expertise in advanced biochemistry, modern magnetic spectroscopy and high-performance computing. The project expects to develop tools ....Protein Structure and Dynamics by Electron/Nuclear Paramagnetic Resonance. This interdisciplinary project aims to establish new magnetic resonance methods for the analysis of protein structure and motion at low concentrations and in physiological conditions that are otherwise difficult or impossible to study. It brings together four different research groups with expertise in advanced biochemistry, modern magnetic spectroscopy and high-performance computing. The project expects to develop tools to study protein structure, protein-protein association and protein-ligand interactions of established drug-targets. Expected outcomes include new techniques that quickly inform how drugs work, providing significant benefits to many researchers studying biomolecules, and supporting Australia’s growing biotechnology sector. Read moreRead less