Intelligent training (iTraining) for the human Achilles tendon. The project aims to improve understanding of the mechanical environment of the Achilles tendon. The Achilles tendon plays a crucial role in human motor function and is also a structure that is commonly injured and notoriously difficult to treat. A major barrier to improving Achilles tendon function, preventing tendon injury and enhancing tendon repair is a poor understanding of the mechanical environment of the Achilles tendon durin ....Intelligent training (iTraining) for the human Achilles tendon. The project aims to improve understanding of the mechanical environment of the Achilles tendon. The Achilles tendon plays a crucial role in human motor function and is also a structure that is commonly injured and notoriously difficult to treat. A major barrier to improving Achilles tendon function, preventing tendon injury and enhancing tendon repair is a poor understanding of the mechanical environment of the Achilles tendon during training and rehabilitation. The project aims to develop a better understanding of the loading conditions that optimise tendon metabolism. Based on this, it then intends to develop new technologies to estimate the mechanical behaviour of the human Achilles tendon in real time based on integrated use of wearable technology, and new training guidelines that will optimise human tendon adaptation.Read moreRead less
Developing Interpretable Machine Learning Models For Clinical Imaging And Single-cell Genomics
Funder
National Health and Medical Research Council
Funding Amount
$1,312,250.00
Summary
Machine learning methods will be vital to make best use of the deluge of data generated by high-throughput technologies in biomedical science. To get the most out of these models, however, we need to be able to unpack the 'black box'. I will use curated clinical and public research data to benchmark and develop interpretable deep learning models and software tools. These models will be used for breast cancer screening programs and for analysis of complex, large-scale single-cell genomics data.
Bone regulation - cell interactions to disease. Many bone disorders such as osteoporosis, Paget's disease and chancer related bone diseases are directly related to disruption of communication pathways between bone cells leading to imbalances in bone remodeling. Although these disorders are common and cause considerable suffering, in most cases little is known about the mechanisms responsible for dysfunctional remodeling. Understanding the communication network between bone cells and their inter ....Bone regulation - cell interactions to disease. Many bone disorders such as osteoporosis, Paget's disease and chancer related bone diseases are directly related to disruption of communication pathways between bone cells leading to imbalances in bone remodeling. Although these disorders are common and cause considerable suffering, in most cases little is known about the mechanisms responsible for dysfunctional remodeling. Understanding the communication network between bone cells and their interaction with drugs is essential in order to develop new therapies and to effectively design novel biological compatible bone implants. This research proposal closely aligns with national research priority two, i.e., promoting and maintaining good health (ageing well, ageing productively).Read moreRead less
Engineering cartilage homeostasis in health and disease. Arthritis is a common, painful and often debilitating disease affecting 16% of the Australian population and costing this community $11 billion every year. It is not well understood why cartilage degenerates into joint disease, nor how it may be reversed - partly due to the large number of mechanisms involved. This project aims to overcome this complexity by developing a computational model of cartilage that can integrate the various mech ....Engineering cartilage homeostasis in health and disease. Arthritis is a common, painful and often debilitating disease affecting 16% of the Australian population and costing this community $11 billion every year. It is not well understood why cartilage degenerates into joint disease, nor how it may be reversed - partly due to the large number of mechanisms involved. This project aims to overcome this complexity by developing a computational model of cartilage that can integrate the various mechanisms of cartilage degradation. New experiments will be used to validate the model and test predictions. The model developed will provide fundamental insights into what is required for the maintenance of healthy cartilage, and what happens in injury-induced degradation of cartilage.Read moreRead less
Aspirin For The Prevention Of Cognitive Decline In The Elderly: A Neuro-Vascular Imaging Study (ENVIS-ion) From ASPREE
Funder
National Health and Medical Research Council
Funding Amount
$1,341,232.00
Summary
The ENVIS-ion trial will examine whether Aspirin is effective in delaying the onset of worsening of thinking and memory abilities in healthy older adults. Magnetic resonance imaging (MRI) of brain structure will detect markers of early worsening of thinking and memory abilities. Blood vessels in the back of the eye (retina) share many features with vessels in the brain. We will compare whether aspirin lessens changes over time of features shown with brain MRI and retinal photography.
Industrial Transformation Research Hubs - Grant ID: IH150100028
Funder
Australian Research Council
Funding Amount
$3,708,510.00
Summary
ARC Research Hub for Integrated Device for End-user Analysis at Low-levels. ARC Research Hub for Integrated Device for End-user Analysis at Low-levels. This hub aims to improve detection of biological materials by building a portable device for rapid, time-critical detection of low-abundance molecular and cellular analytes. It is expected that the resulting technologies would be used at medical points of care, ordinary workplaces and centres of activity to test for tiny levels of targeted molecu ....ARC Research Hub for Integrated Device for End-user Analysis at Low-levels. ARC Research Hub for Integrated Device for End-user Analysis at Low-levels. This hub aims to improve detection of biological materials by building a portable device for rapid, time-critical detection of low-abundance molecular and cellular analytes. It is expected that the resulting technologies would be used at medical points of care, ordinary workplaces and centres of activity to test for tiny levels of targeted molecules. The initial focus would be early diagnosis of disease and point-of-care drug testing for humans and animals, but the technology platform could be used to sample food and environmental toxins. The hub expects these disruptive technologies will make Australian biotechnology, diagnostics, veterinary, agribusiness and manufacturing firms globally competitive.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0221428
Funder
Australian Research Council
Funding Amount
$530,000.00
Summary
A Transportable Optical Frequency Counter, Synthesizer and Super-Continuum Generator (OFCSSG). The generation of ultra-short light pulses of just a few femtoseconds (one thousand-trillionth of a second) in duration has enabled applications in a wide range of fields, but complexity and cost has limited availability. This project will employ recently developed optical fibre and solid-state laser technology to create a cost-effective compact transportable facility of highly coherent, ultra-broadba ....A Transportable Optical Frequency Counter, Synthesizer and Super-Continuum Generator (OFCSSG). The generation of ultra-short light pulses of just a few femtoseconds (one thousand-trillionth of a second) in duration has enabled applications in a wide range of fields, but complexity and cost has limited availability. This project will employ recently developed optical fibre and solid-state laser technology to create a cost-effective compact transportable facility of highly coherent, ultra-broadband radiation. The source will enable new research and substantially enrich existing research in optical time standards and metrology, in-vivo biological imaging, and ultrafast spectroscopy. No such facility is presently available in AustraliaRead moreRead less
Establishing nanoscale design principles for non-viral genome engineering. This project aims to develop a bio-nanotechnology platform for non-viral genome engineering using dendronised polymers. The project will advance both fundamental and practical knowledge at the forefront of nanotechnology and cell biology, whilst providing training to the research community. Outcomes from the project will also provide significant benefits, such as positioning Australia at the forefront of genome engineerin ....Establishing nanoscale design principles for non-viral genome engineering. This project aims to develop a bio-nanotechnology platform for non-viral genome engineering using dendronised polymers. The project will advance both fundamental and practical knowledge at the forefront of nanotechnology and cell biology, whilst providing training to the research community. Outcomes from the project will also provide significant benefits, such as positioning Australia at the forefront of genome engineering.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE180100056
Funder
Australian Research Council
Funding Amount
$621,198.00
Summary
High-frequency ultrasound and photoacoustic imaging for Western Australia. This project aims to obtain a small animal, high-frequency ultrasound and photoacoustic imaging instrument, to be placed in the University of Western Australia's Centre for Microscopy, Characterisation and Analysis. As a node of the National Imaging Facility, this infrastructure will result in enhanced capacity for fundamental, interdisciplinary, biological, and bionanotechnology research in Western Australia, and enable ....High-frequency ultrasound and photoacoustic imaging for Western Australia. This project aims to obtain a small animal, high-frequency ultrasound and photoacoustic imaging instrument, to be placed in the University of Western Australia's Centre for Microscopy, Characterisation and Analysis. As a node of the National Imaging Facility, this infrastructure will result in enhanced capacity for fundamental, interdisciplinary, biological, and bionanotechnology research in Western Australia, and enable pursuit of projects previously only possible either interstate or internationally. New capacity in small animal in-vivo imaging will generate knowledge in biology, feeding into such areas as species conservation and reproductive health, and intellectual property and commercial opportunity in areas such as medical imaging and theranostics.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC180100024
Funder
Australian Research Council
Funding Amount
$4,000,000.00
Summary
ARC Training Centre for Medical Implant Technologies. The ARC Training Centre for Medical Implant Technologies aims to train a new generation of interdisciplinary engineers and to transform the orthopaedic and maxillofacial implant industry in Australia. In collaboration with industry, universities and hospitals, the Centre will build a dynamic training environment for interdisciplinary engineers to develop and evaluate personalised implants and surgeries. It will create new networks, internatio ....ARC Training Centre for Medical Implant Technologies. The ARC Training Centre for Medical Implant Technologies aims to train a new generation of interdisciplinary engineers and to transform the orthopaedic and maxillofacial implant industry in Australia. In collaboration with industry, universities and hospitals, the Centre will build a dynamic training environment for interdisciplinary engineers to develop and evaluate personalised implants and surgeries. It will create new networks, international collaborations and a generation of industry-ready researchers critical for growing Australia’s industry. The advances in materials and savings in time for procedures will reduce costs.
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