Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include ....Automatic detection and modelling of acoustic markers of speech timing. This project aims to create new automatic sensing, analysis and assessment of cognitive, affective, mental and physical state from voice for mobile and computing devices. This project expects to generate new understanding of the effects of these states on detailed timing indicators of speech motor control, and new signal processing and machine learning methods that best exploit it. Expected outcomes from this project include a new and accurate deep neural network framework for learning, analysing and detecting human states from speech automatically using articulatory timing markers. This should provide significant benefits, such as individually-tailored, frequent and low-cost automatic detection, monitoring and analytics for adverse states.Read moreRead less
Microtubule structure in nervous system repair. This Project aims to investigate the role of structural and functional cellular components known as microtubules in nervous system regeneration. This Project aims to use innovative approaches in confocal and electron microscopy, genetics, and cell biology, with the expectation of generating new knowledge into nervous system repair. Expected outcomes of this Project include a comprehensive description of how microtubules are rearranged following ner ....Microtubule structure in nervous system repair. This Project aims to investigate the role of structural and functional cellular components known as microtubules in nervous system regeneration. This Project aims to use innovative approaches in confocal and electron microscopy, genetics, and cell biology, with the expectation of generating new knowledge into nervous system repair. Expected outcomes of this Project include a comprehensive description of how microtubules are rearranged following nervous system injury and the importance of microtubule modifying proteins in promoting regeneration. This should provide significant benefits in our understanding of the cellular mechanisms behind nervous system repair, and offer new approaches for promoting regeneration after injury.Read moreRead less
Cultural responsiveness: measuring and evaluating social work practice. This project aims to develop tools for use by social workers that measure and evaluate culturally responsive practices with Aboriginal and Torres Strait Islander peoples. The tools have potential application across numerous sectors in social work practices with clients and families. The project will benefit social workers who can measure, evaluate and improve their culturally responsive practice, and in turn, the health and ....Cultural responsiveness: measuring and evaluating social work practice. This project aims to develop tools for use by social workers that measure and evaluate culturally responsive practices with Aboriginal and Torres Strait Islander peoples. The tools have potential application across numerous sectors in social work practices with clients and families. The project will benefit social workers who can measure, evaluate and improve their culturally responsive practice, and in turn, the health and well-being outcomes for Aboriginal and Torres Strait Islander peoples.Read moreRead less
Click chemistry to reveal how neurons and glia shape perineuronal nets . The extracellular matrix (ECM) and its perineuronal nets (which are net-like structures with holes wrapped around neurons) are largely underexplored, despite representing a remarkable 20% of the brain’s total volume and having been suggested to be involved in many brain functions. Interestingly, digestion of the ECM improves learning and memory, but deficits return once the ECM has reformed. However, how this ECM remodellin ....Click chemistry to reveal how neurons and glia shape perineuronal nets . The extracellular matrix (ECM) and its perineuronal nets (which are net-like structures with holes wrapped around neurons) are largely underexplored, despite representing a remarkable 20% of the brain’s total volume and having been suggested to be involved in many brain functions. Interestingly, digestion of the ECM improves learning and memory, but deficits return once the ECM has reformed. However, how this ECM remodelling is organised at a cell-type level is not understood. Here we aim to close this knowledge gap, using cutting-edge technology including bioconjugation and ultrasound-mediated cargo delivery. Together, this project aims to contribute to a deeper understanding of this major brain compartment in neuronal function. Read moreRead less
The molecular basis of T cell receptor cross-reactivity between MHC and MR1. This project aims to investigate how newly discovered immune cells, known as 'MR1T' cells, function in the body. Preliminary evidence shows that MR1T cells can kill stressed cells. This project expects to generate new knowledge describing precisely how MR1T cells target and kill stressed cells. Expected outcomes of this project include to refine research techniques and models, foster interinstitutional collaborations, a ....The molecular basis of T cell receptor cross-reactivity between MHC and MR1. This project aims to investigate how newly discovered immune cells, known as 'MR1T' cells, function in the body. Preliminary evidence shows that MR1T cells can kill stressed cells. This project expects to generate new knowledge describing precisely how MR1T cells target and kill stressed cells. Expected outcomes of this project include to refine research techniques and models, foster interinstitutional collaborations, and further develop our theory on MR1T cell function. This project should provide significant benefits, such as publication of research articles in high impact journals and generation of experimental tools sought after by researchers in the field.Read moreRead less
Deciphering the immune complexity that orchestrates T cell activation. The adaptive immune system consists of a complex cellular network that can efficiently distinguish exogenous required inputs, such as nutrients, from those that are potentially harmful like pathogens. Such ‘friend-foe’ discrimination has its molecular basis in a multitude of receptors with specificity to certain ligands. Critically, however, it is unclear how such discrimination is mechanistically regulated at the functional ....Deciphering the immune complexity that orchestrates T cell activation. The adaptive immune system consists of a complex cellular network that can efficiently distinguish exogenous required inputs, such as nutrients, from those that are potentially harmful like pathogens. Such ‘friend-foe’ discrimination has its molecular basis in a multitude of receptors with specificity to certain ligands. Critically, however, it is unclear how such discrimination is mechanistically regulated at the functional level. We have developed new and sophisticated experimental models that will allow us to systematically dissect and unfold the complexity of the adaptive immune system and address this critical knowledge gap. Expected outcomes will critically advance our general understanding of a fundamental biological principle.Read moreRead less
Whole-body analysis of human tissue-resident memory T cells. T cells provide critical immune protection against infection and cancer, and dysfunctional T cells cause autoimmune disease. Much of our understanding of T cells comes from studies of mice and how these immune cells work in humans is not fully understood. This project aims to determine how human T cells persist and function using a unique organ donor tissue resource. The expected outcomes are to generate fundamental new knowledge about ....Whole-body analysis of human tissue-resident memory T cells. T cells provide critical immune protection against infection and cancer, and dysfunctional T cells cause autoimmune disease. Much of our understanding of T cells comes from studies of mice and how these immune cells work in humans is not fully understood. This project aims to determine how human T cells persist and function using a unique organ donor tissue resource. The expected outcomes are to generate fundamental new knowledge about the regulation of the human immune response. This knowledge is critical for the development of vaccines and immunotherapies designed to harness T cell immunity.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH210100040
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC RESEARCH HUB FOR CONNECTED SENSORS FOR HEALTH. This Hub aims to develop, manufacture and deploy high-tech, cyber-secure, medically-certified IoT sensors to global health markets by integrating disparate Australian capabilities into a productive end-to-end value chain. This Hub expects to position Australia at the forefront of connected health by integrating sensor science with cyber-secure data analytics, regulatory approval and certified manufacturing capabilities. Expected outcomes of this ....ARC RESEARCH HUB FOR CONNECTED SENSORS FOR HEALTH. This Hub aims to develop, manufacture and deploy high-tech, cyber-secure, medically-certified IoT sensors to global health markets by integrating disparate Australian capabilities into a productive end-to-end value chain. This Hub expects to position Australia at the forefront of connected health by integrating sensor science with cyber-secure data analytics, regulatory approval and certified manufacturing capabilities. Expected outcomes of this Hub include advanced manufacturing capacity for connected sensors, strategic partnerships and commercialisation skills to translate sensors research to create economic benefits such as jobs and locally-made products for domestic and export markets, as well as improving the health of Australians.Read moreRead less
Early Career Industry Fellowships - Grant ID: IE230100135
Funder
Australian Research Council
Funding Amount
$448,222.00
Summary
Developing strong, robust and high performing women football players. Women drop out of Australian football at a higher rate than men, often due to concerns about their physical capabilities and performance. Yet, coaches do not prioritise developing physical capacity (eg strength), due to perceived lack of relevance to football. In community Australian football players, this study will identify physical capacity elements relevant for football performance, assess the change across a typical seaso ....Developing strong, robust and high performing women football players. Women drop out of Australian football at a higher rate than men, often due to concerns about their physical capabilities and performance. Yet, coaches do not prioritise developing physical capacity (eg strength), due to perceived lack of relevance to football. In community Australian football players, this study will identify physical capacity elements relevant for football performance, assess the change across a typical season and the influence of gender and age. Combining sport science and engineering, smartphone videos and open-access software will be utilised to develop cost-effective methods to assess tackling skill. Findings will inform better training strategies for women, reducing injury, enhancing retention and physical activity. Read moreRead less
Electrical properties of human dendrites. This project aims to determine the electrical properties of dendrites in human neurons. Dendrites are the primary site of synaptic input to neurons and their electrical properties play a key role in information processing in the brain. While we know much about the electrical properties of dendrites in other species, primarily rodents, little is known about the electrical properties of human dendrites. This project aims to address this gap in knowledge fo ....Electrical properties of human dendrites. This project aims to determine the electrical properties of dendrites in human neurons. Dendrites are the primary site of synaptic input to neurons and their electrical properties play a key role in information processing in the brain. While we know much about the electrical properties of dendrites in other species, primarily rodents, little is known about the electrical properties of human dendrites. This project aims to address this gap in knowledge for the first time. The results obtained will shed light on the mechanisms the brain uses to process information, and therefore will bring us a step closer to truly understanding ourselves.Read moreRead less