Closing the data gap: High throughput screening of nanoparticle toxicity. The nanotechnology sector is experiencing an exponential growth period with over 100 products containing manufactured nanoparticles entering the market every year. Ensuring growth of the sector needs to be balanced against the imperative of protecting both human and environmental safety. This project aims to develop new methodological and conceptual avenues to close the gap between innovation in nanotechnology and risk ass ....Closing the data gap: High throughput screening of nanoparticle toxicity. The nanotechnology sector is experiencing an exponential growth period with over 100 products containing manufactured nanoparticles entering the market every year. Ensuring growth of the sector needs to be balanced against the imperative of protecting both human and environmental safety. This project aims to develop new methodological and conceptual avenues to close the gap between innovation in nanotechnology and risk assessment. This is intended to be achieved by developing and validating high-throughput in vitro toxicity screening platforms for manufactured nanoparticles. The approach is based on advanced lab-on-a-chip microfluidic technologies. The predictive power of the platform will be refined and optimised via ex-vivo and in-vivo models.Read moreRead less
Early-Stage Medical Diagnostics by Plasmon-Mediated Gas Sensing. This project will investigate the use plasmonic absorption of light in metal nanostructures to activate the selective oxidation/reduction of a gas molecule on a semiconductor nanoparticle. This concept will be used with the aim of developing a sensing technique capable of measuring ultra-low concentrations (ppb) of breath markers for lung cancer detection. It is expected that porous sensing films of semiconductor and metal nanopart ....Early-Stage Medical Diagnostics by Plasmon-Mediated Gas Sensing. This project will investigate the use plasmonic absorption of light in metal nanostructures to activate the selective oxidation/reduction of a gas molecule on a semiconductor nanoparticle. This concept will be used with the aim of developing a sensing technique capable of measuring ultra-low concentrations (ppb) of breath markers for lung cancer detection. It is expected that porous sensing films of semiconductor and metal nanoparticles with well-defined light absorption properties will be fabricated. Superior selectivity will be achieved by matching the wavelength of the absorbed light with the required activation energy for oxidation/reduction. Successful outcomes will enable multi-analyte fingerprint identification by on-chip devices with applications ranging from portable medical diagnostics to national security.Read moreRead less
Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the ....Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the understanding of young children's physical activity behaviour, and is expected to have important implications for the design of accurate and effective technology-based physical activity monitoring and intervention applications that could be delivered through the e-health initiative in Australia.Read moreRead less
Biomedical Visual Image Analytics for Multi-disciplinary Retrieval. The project aims to develop a framework to provide users with the interactive access to information that is necessary for the best collaborative decision-making. Visual analytics theory is becoming increasing valuable for managing ‘big data’ because it can provide interactive and intuitive understanding of the rich information embedded within complex data and decision support systems. There are, however, fundamental challenges t ....Biomedical Visual Image Analytics for Multi-disciplinary Retrieval. The project aims to develop a framework to provide users with the interactive access to information that is necessary for the best collaborative decision-making. Visual analytics theory is becoming increasing valuable for managing ‘big data’ because it can provide interactive and intuitive understanding of the rich information embedded within complex data and decision support systems. There are, however, fundamental challenges that currently prevent visual analytics from being routinely applied to multi-disciplinary collaboration, which is now ‘the norm’ to solve large complicated problems where there is significant social impact. This project aims to address these challenges and improve visual analytics theory by developing a biomedical visual image analytics framework that enables interactive information retrieval of multidisciplinary databases.Read moreRead less
Microwave Head Monitor Using Compressed Sensing and Differential Techniques. The aim of this project is the design and development of a low-cost, non-ionising, and non-invasive microwave technology that can be used to diagnose and localise early brain injuries of premature newborn babies. It proposes to include a switched antenna array and wide-band microwave transceiver. The system aims to use a combination of compressed sensing and differential imaging techniques to produce, within a few secon ....Microwave Head Monitor Using Compressed Sensing and Differential Techniques. The aim of this project is the design and development of a low-cost, non-ionising, and non-invasive microwave technology that can be used to diagnose and localise early brain injuries of premature newborn babies. It proposes to include a switched antenna array and wide-band microwave transceiver. The system aims to use a combination of compressed sensing and differential imaging techniques to produce, within a few seconds, microwave images of the brain making it a real-time monitoring tool. By providing vital information about the brain at the incubator side, the proposed compact technology would avoid the risky move of critically ill babies to the expensive and bulky conventional scanners which, furthermore, cannot operate as frequent monitoring tools.Read moreRead less
The RGG/RG motif as an RNA chaperone: advancing CRISPR-Cas RNA technology. This project investigates the way in which protein molecules interact effectively with RNA molecules and also aims to enhance the CRISPR-Cas13a system for RNA detection. Innovative approaches will be used to test the role of a particular protein motif, called the RGG/RG motif, in remodelling RNA structure and enhancing the Cas13a protein. This knowledge is expected to shift our understanding of protein-RNA interactions th ....The RGG/RG motif as an RNA chaperone: advancing CRISPR-Cas RNA technology. This project investigates the way in which protein molecules interact effectively with RNA molecules and also aims to enhance the CRISPR-Cas13a system for RNA detection. Innovative approaches will be used to test the role of a particular protein motif, called the RGG/RG motif, in remodelling RNA structure and enhancing the Cas13a protein. This knowledge is expected to shift our understanding of protein-RNA interactions that are fundamental to almost every aspect of cell biology. The project is intended to benefit Australia through contributing to fundamental knowledge in the field, facilitating the development of new CRISPR-Cas biotechnologies for RNA detection and through the training of young researchers in frontier technologies. Read moreRead less
Neuromorphic Sensing and Diagnostics with Carbon: Towards a Biomimetic Nose. Neuromorphic electronics emulates cognitive processes of the brain and like the brain, is capable of extracting features and recognising patterns within data with extremely low energy requirements. Carbon materials are naturally adapted to neuromorphic electronics and uniquely form a compatible interface for sensing molecules in liquid and gaseous media. This project aims to develop a carbon-based neuromorphic electroni ....Neuromorphic Sensing and Diagnostics with Carbon: Towards a Biomimetic Nose. Neuromorphic electronics emulates cognitive processes of the brain and like the brain, is capable of extracting features and recognising patterns within data with extremely low energy requirements. Carbon materials are naturally adapted to neuromorphic electronics and uniquely form a compatible interface for sensing molecules in liquid and gaseous media. This project aims to develop a carbon-based neuromorphic electronic sensing device and couple it with carbon based neuromorphic pattern recognition technology to build an ‘artificial nose’ for improved health and environmental monitoring. Intended outcomes will include a technology for low-cost and rapid diagnostic services.
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An integrated nano-bioengineered chip for enhanced molecular evolution. This project aims to develop a novel molecular evolution platform technology for the rapid selection of high value target binding molecules from diverse molecular libraries using an electrically activated nanofluidic chip coated with target. Significant outcomes from the project is the controlled selection of target binding molecules that is not possible with current methods and improved understanding of nanoforce driven mol ....An integrated nano-bioengineered chip for enhanced molecular evolution. This project aims to develop a novel molecular evolution platform technology for the rapid selection of high value target binding molecules from diverse molecular libraries using an electrically activated nanofluidic chip coated with target. Significant outcomes from the project is the controlled selection of target binding molecules that is not possible with current methods and improved understanding of nanoforce driven molecular collisions on nano-bioengineered surfaces. This provides significant benefits, creating new knowledge in nanomaterials and advanced manufacturing of nanofabricated devices, creating commercial interest and positioning Australia at the forefront of molecular discovery technology, a highly valuable global market.
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Bioelectronic logic. This project aims to understand ion-electron interactions relevant to bioelectronics, and create transducing interfaces. Bioelectronics is a frontier field which aims to connect biological systems with modern electronics and so create biomedical devices. Transducing ion and electron signals using a biocompatible functional interface is difficult since ion and electron physics are different. By combining individual transducers, this project intends to demonstrate ground-break ....Bioelectronic logic. This project aims to understand ion-electron interactions relevant to bioelectronics, and create transducing interfaces. Bioelectronics is a frontier field which aims to connect biological systems with modern electronics and so create biomedical devices. Transducing ion and electron signals using a biocompatible functional interface is difficult since ion and electron physics are different. By combining individual transducers, this project intends to demonstrate ground-breaking bioelectronic logic capable of interface-level processing. The stretch goal is to test this new logic with a biological neuronal model. The project could deliver new science and interfacing elements to integrate tissue and circuitry, and demonstrate these in a real biological model.Read moreRead less
Nanodiamond in glass: a new approach to nanosensing. This work will develop optical materials enriched with diamond nanoparticles. This will enable the magnetic field sensitivity of diamond nanoparticles to be combined with the capacity of micro/nanostructured optical fibres to enhance the interaction of light with matter. The outcome will be tools for probing biological processes on the nanoscale.