Using AI to reveal the true extent & context of alcohol exposure in videos. This project aims to extend an artificial intelligence algorithm to automatically identify and quantify alcohol prevalence in videos. The project is expected to generate significant new knowledge about alcohol’s exposure in these videos’ social, emotional, and environmental contexts. The expected outcomes include a more efficient and automated method of revealing alcohol pervasiveness and its context in the 1000 most wat ....Using AI to reveal the true extent & context of alcohol exposure in videos. This project aims to extend an artificial intelligence algorithm to automatically identify and quantify alcohol prevalence in videos. The project is expected to generate significant new knowledge about alcohol’s exposure in these videos’ social, emotional, and environmental contexts. The expected outcomes include a more efficient and automated method of revealing alcohol pervasiveness and its context in the 1000 most watched videos in Australia, making costly manual coding redundant. Anticipated benefits include enabling governments to better monitor compliance to alcohol product placement guidelines and increased public awareness of the frequency and harmful effects of being exposed to alcohol in videos.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100418
Funder
Australian Research Council
Funding Amount
$365,058.00
Summary
Novel chemical tools to study cathepsin X activation. This project aims to develop new chemical tools that can measure the specific activation of cathepsin X in cells, tissues, and live animals, as well as specific inhibitors for cathepsin X. The cysteine protease cathepsin X mediates basic biological functions that are essential for life, including cell communication, phagocytosis, immune maturation and neuritogenesis. The outcomes should benefit the wider research community. They could have lo ....Novel chemical tools to study cathepsin X activation. This project aims to develop new chemical tools that can measure the specific activation of cathepsin X in cells, tissues, and live animals, as well as specific inhibitors for cathepsin X. The cysteine protease cathepsin X mediates basic biological functions that are essential for life, including cell communication, phagocytosis, immune maturation and neuritogenesis. The outcomes should benefit the wider research community. They could have long-term implications for health and disease, and deliver economic benefits through commercialisation of the novel tools.Read moreRead less
TSuNAMi: Time Series Network Animal Modelling. Our proposal is motivated by and based upon the successful representation of time series as a network (or graph). We construct an abstract representation of a system from measurements of its changing behaviour over time. Properties of that structure (the network) then allow us to infer diagnostic information of the system. Specifically, we propose to apply this to livestock welfare during transport. By measuring the biological and environment condi ....TSuNAMi: Time Series Network Animal Modelling. Our proposal is motivated by and based upon the successful representation of time series as a network (or graph). We construct an abstract representation of a system from measurements of its changing behaviour over time. Properties of that structure (the network) then allow us to infer diagnostic information of the system. Specifically, we propose to apply this to livestock welfare during transport. By measuring the biological and environment condition of the animal we construct a network representation of that system. Geometric features of that network can then be used to infer health or duress of the subject. This proposal will develop the generic mathematical machinery to connect geometric features of the network with system behaviour. Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC230100046
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Training Centre for Radiochemical Technologies and Precision Radiopharmaceuticals. This project aims to train the next generation of radiochemists and discover new molecular approaches to harness radioactivity. Novel chemistry exploiting molecular incorporation of radioactive elements, stable chelation of metal radionuclides, bioconjugation methodologies, radioactivity capture via nanomaterials and cages, and the design of new peptidomimetic targeting molecules will deliver technological adv ....ARC Training Centre for Radiochemical Technologies and Precision Radiopharmaceuticals. This project aims to train the next generation of radiochemists and discover new molecular approaches to harness radioactivity. Novel chemistry exploiting molecular incorporation of radioactive elements, stable chelation of metal radionuclides, bioconjugation methodologies, radioactivity capture via nanomaterials and cages, and the design of new peptidomimetic targeting molecules will deliver technological advances to radiopharmaceutical science. Outcomes will include a highly-skilled workforce and enhanced commercial capacity to meet a rapidly escalating global radiopharmaceutical market. This project will provide significant benefits by securing an internal supply chain and know-how for cutting-edge radiochemical technologies.Read moreRead less
Mixing the jigsaw pieces of natural products: new molecules-new properties. This project aims to examine the capacity of exploiting the bacterial biosynthetic machinery to fast-track access to analogues of natural products. Due to increased drug resistance, new reservoirs of natural products are needed for evaluation as future drugs. Desferrioxamine B will be used as a model natural product to establish the biosynthesis of new analogues in bacterial culture supplemented with unsaturated, fluorin ....Mixing the jigsaw pieces of natural products: new molecules-new properties. This project aims to examine the capacity of exploiting the bacterial biosynthetic machinery to fast-track access to analogues of natural products. Due to increased drug resistance, new reservoirs of natural products are needed for evaluation as future drugs. Desferrioxamine B will be used as a model natural product to establish the biosynthesis of new analogues in bacterial culture supplemented with unsaturated, fluorinated or deuterated building blocks. The intended outcomes are to deliver advances in methods for generating structurally diverse pools of natural products, new label-free probes, knowledge of natural product biosynthesis, and excellence in training research students in frontier methods in chemical biology and drug discovery.Read moreRead less
Metaphotonics and metasurfaces for disruptive sensing technologies. This project aims to address a big challenge in nanophotonics by developing revolutionary methods for efficient chiral sensing of molecules without the need for spectrometry, frequency scanning, or moving mechanical parts, and to enhance chiroptical signals a hundredfold with the help of metasurface structures. Resonant metasurfaces are arrays of engineered dielectric nanoparticles with extraordinary characteristics, and they wo ....Metaphotonics and metasurfaces for disruptive sensing technologies. This project aims to address a big challenge in nanophotonics by developing revolutionary methods for efficient chiral sensing of molecules without the need for spectrometry, frequency scanning, or moving mechanical parts, and to enhance chiroptical signals a hundredfold with the help of metasurface structures. Resonant metasurfaces are arrays of engineered dielectric nanoparticles with extraordinary characteristics, and they would allow to overcome current limitations of chiral sensing analytical tools. Detecting chiral molecules in low concentrations is crucially important to many fields of biology, chemistry, and pharmacy, as well as to the food and cosmetics industries, constituting a market of tens of billions of dollars.Read moreRead less
Control of immune recognition and response by microbial metabolites. This project aims to study immune recognition of microbial metabolites and develop reagents to control immune responses. Chemical synthesis will be used to develop new antigens for unconventional T cells and the first soluble agonists and antagonists of a glycolipid-sensing immune receptor. Expected outcomes include the discovery of new immune effectors, broadening our knowledge of the repertoire of small molecules that can be ....Control of immune recognition and response by microbial metabolites. This project aims to study immune recognition of microbial metabolites and develop reagents to control immune responses. Chemical synthesis will be used to develop new antigens for unconventional T cells and the first soluble agonists and antagonists of a glycolipid-sensing immune receptor. Expected outcomes include the discovery of new immune effectors, broadening our knowledge of the repertoire of small molecules that can be sensed by the immune system, and developing chemical approaches to promote or dampen immune responses. Major benefits include research training in chemical biology, strengthened international linkages and fundamental insights into the chemical basis of immune recognition and response.Read moreRead less