New entropy measures of short term signals for smart wearable devices. This project aims to improve reliability and accuracy of wearable devices by developing a new set of computationally efficient algorithms. Wearable devices can be very effective in remote and continuous monitoring to detect short or bursty anomalous events. Present devices are unable to detect such events effectively due to limited capability in processing short length signal. This project will provide computationally efficie ....New entropy measures of short term signals for smart wearable devices. This project aims to improve reliability and accuracy of wearable devices by developing a new set of computationally efficient algorithms. Wearable devices can be very effective in remote and continuous monitoring to detect short or bursty anomalous events. Present devices are unable to detect such events effectively due to limited capability in processing short length signal. This project will provide computationally efficient algorithms for signal quality analysis and enhanced feature extraction methods in resource constrained wearable devices. This will improve the reliability and performance of wearable devices for adoption in intelligent decision-making systems.Read moreRead less
Dynamic magnetic resonance imaging in orthopaedics. The research in this proposal aims at developing new imaging systems that enable joints to be imaged while they are moving. This is an Australian first technology and will change the way in which diagnosis of joint diseases is done. The applications of this new technique include the diagnosis and monitoring of treatment in Osteoarthritis and related chronic joint diseases. Also, acute injuries to knees, hips, shoulders and other joints will be ....Dynamic magnetic resonance imaging in orthopaedics. The research in this proposal aims at developing new imaging systems that enable joints to be imaged while they are moving. This is an Australian first technology and will change the way in which diagnosis of joint diseases is done. The applications of this new technique include the diagnosis and monitoring of treatment in Osteoarthritis and related chronic joint diseases. Also, acute injuries to knees, hips, shoulders and other joints will be able to be better diagnosed and hence improve treatment planning as a result.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE130100800
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Polymer micropatches applied to the skin for integrated capture and detection of circulating biomarkers. The purpose of this project is to develop a rapid and integrated technology for user-friendly biomarker detection at the point-of-care. We expect the device to rapidly detect proteins and/or antibodies, without the need for highly trained health workers or access to scientific laboratories.
Correction of the Effects of Gradient Field Nonlinearity in Magnetic Resonance Imaging - A Complete 3-Dimensional Approach. The outcomes of this research will have direct benefits to various areas of diagnostic and interventional medicine especially in neurological diseases such as Alzheimer's disease, stroke, multiple sclerosis or brain tumors. The techniques developed in this project will in general enable MRI to provide a higher quality service to the community.
Image-guided skin microbiopsy technology development. There is a need for targeted biopsies in dermatology. This novel technology enables minimally invasive biopsies to be taken from suspicious skin lesions by integrating micromedical and imaging devices.
Discovery Early Career Researcher Award - Grant ID: DE140101553
Funder
Australian Research Council
Funding Amount
$395,220.00
Summary
A flexible virus-like particle delivery platform for next-generation vaccines. Murine polyomavirus (MPyV) capsid proteins self-assemble into spherical protein shells approximately 45 nm in diameter. Such virus-like particles (VLPs) are of considerable interest as bionanotechnological tools. The unique flexibility provided by MPyV VLPs will be exploited by exploring the ability of the interior cavity to retain bioactive cargos while engineering novel functionality on the exterior surface by 'mix- ....A flexible virus-like particle delivery platform for next-generation vaccines. Murine polyomavirus (MPyV) capsid proteins self-assemble into spherical protein shells approximately 45 nm in diameter. Such virus-like particles (VLPs) are of considerable interest as bionanotechnological tools. The unique flexibility provided by MPyV VLPs will be exploited by exploring the ability of the interior cavity to retain bioactive cargos while engineering novel functionality on the exterior surface by 'mix-and-match' assembly of VLPs from modified components. As a proof of concept for next-generation vaccines that stimulate much needed, broadly protective responses against infectious diseases, model antigens will be delivered to specific immune cells using this nano-container.Read moreRead less
Inhomogeneous tissue conductivity influence on the forward and inverse electroencephalogram problems in realistic head models. The brain dysfunction indicators have been extremely difficult to obtain, largely because many disorders of higher brain function reflect abnormalities of brain function rather than apparent brain structure. The neuronal generator localization and identification in this project will provide complementary information about source and timing of neural activities sub-servin ....Inhomogeneous tissue conductivity influence on the forward and inverse electroencephalogram problems in realistic head models. The brain dysfunction indicators have been extremely difficult to obtain, largely because many disorders of higher brain function reflect abnormalities of brain function rather than apparent brain structure. The neuronal generator localization and identification in this project will provide complementary information about source and timing of neural activities sub-serving higher brain function and form sequences of spatial-temporal brain activity image. That will enable the information from MRI, which has a good spatial but poor temporal resolution, and the information from EEG, which has a high temporal resolution on the scalp, to be combined to provide clinical psychologists and brain researchers a more efficient diagnostic tool.Read moreRead less
Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most importa ....Integrin Activation by Fluid Flow Disturbance: Mechanobiology Approaches. Understanding how cells can sense and respond to mechanical environment such as dynamic blood flow represents a fundamental question in the emerging field of mechanobiology. This project develops new biomechanical engineering approaches to determine the critical interrelationships among fluid flow disturbance, platelet clotting and the mechano-sensitive signal transduction mechanisms of integrin receptor – the most important mechano-sensor implicated in cell adhesion, migration, growth and survival. Specifically, it integrates nationally unique cutting-edge techniques including single-molecule force probe, microparticle image velocimetry, microfluidics and molecular dynamics simulation, super resolution and 3D volumetric imaging modalities.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170100241
Funder
Australian Research Council
Funding Amount
$372,000.00
Summary
Seeing deeply inside the body with the world's smallest microscope. This project aims to develop the world's smallest in vivo microscope that can image the interior of living organisms at a subcellular resolution in a minimally invasive way. The project will shrink an entire microscope to the size of an optical fibre – as thin as a single strand of hair – and image deep regions of the central nervous system. This is expected to improve diagnostic tools and the knowledge of degenerative brain dis ....Seeing deeply inside the body with the world's smallest microscope. This project aims to develop the world's smallest in vivo microscope that can image the interior of living organisms at a subcellular resolution in a minimally invasive way. The project will shrink an entire microscope to the size of an optical fibre – as thin as a single strand of hair – and image deep regions of the central nervous system. This is expected to improve diagnostic tools and the knowledge of degenerative brain diseases, including Alzheimer's disease and amyotrophic lateral sclerosis. This project aims to completely transform the landscape of biomedical research and industry, with expected discoveries revolutionising the diagnosis and treatment of brain conditions.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE180100009
Funder
Australian Research Council
Funding Amount
$365,058.00
Summary
Spatial, spectral and temporal imaging through multimode optical fibre. This project aims to develop technologies for imaging through a multimode fibre that controls and measures each property of light; amplitude, phase, polarisation, wavelength and space as it propagates through an optical fibre. This will be pursued through the development of three prototype systems, where each system targets a particular property of light. The outcomes would ultimately enable multimode fibres to act as ultrac ....Spatial, spectral and temporal imaging through multimode optical fibre. This project aims to develop technologies for imaging through a multimode fibre that controls and measures each property of light; amplitude, phase, polarisation, wavelength and space as it propagates through an optical fibre. This will be pursued through the development of three prototype systems, where each system targets a particular property of light. The outcomes would ultimately enable multimode fibres to act as ultracompact, general-purpose optical conduits into the body through which a wide array of biomedical techniques can be performed in a minimally invasive fashion not currently possible. This project will provide significant benefit to the study of fundamental phenomena in optical fibres.Read moreRead less