Development Of Microscope-in-a-needle Devices For Improved Clinical Diagnostics
Funder
National Health and Medical Research Council
Funding Amount
$327,746.00
Summary
We have developed a new high-resolution optical imaging technology. The unique aspect of our research has been to redesign the imaging probe, miniaturising it to a few hundred microns in diameter, and encase it in a hypodermic needle – a ‘microscope-in-a-needle’. We are developing specific imaging probes to aid in the assessment of lung disease; the diagnosis of liver disease; and integrated into a brain biopsy needle to enable safer brain biopsies.
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.
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.
Advancing the visualisation and quantification of nephrons with MRI. . This project aims to characterise key components of nephrons, the glomeruli and tubules, using magnetic resonance imaging without contrast agents, in combination with Deep Learning and super-resolution techniques. Nephrons, the basic functional unit of the kidney, are critical to the maintenance of the body’s homeostasis. Their number and architecture are critical determinants of kidney function. The expected outcomes are inn ....Advancing the visualisation and quantification of nephrons with MRI. . This project aims to characterise key components of nephrons, the glomeruli and tubules, using magnetic resonance imaging without contrast agents, in combination with Deep Learning and super-resolution techniques. Nephrons, the basic functional unit of the kidney, are critical to the maintenance of the body’s homeostasis. Their number and architecture are critical determinants of kidney function. The expected outcomes are innovative semi-automated nephron visualisation and quantitation tools that enable efficient renal phenotyping. Techniques tailored to widely accessible preclinical research scanners are expected to accelerate research into genetic and environmental factors affecting kidney microstructure in embryonic and post-natal life.Read moreRead less
The Role Of Intense Physical Activity In Protecting The Ageing Brain
Funder
National Health and Medical Research Council
Funding Amount
$600,079.00
Summary
Previous research supports the notion that physical activity plays a role in maintaining brain health and preventing Alzheimer’s disease. Nevertheless, the type of activity (i.e. intensity of physical activity) that is of greatest benefit to the brain is yet to be established. This project aims to identify the most beneficial exercise intensity, in terms of brain health, measured utilising brain imaging technology.
Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial o ....Promoting Child and Carer Wellbeing and Placement Stability in Kinship Care. Kinship care is the fastest growing out-of-home care placement in Australia, yet least supported. This project aims to implement and evaluate an attachment and trauma-based program for kinship carers, explore its suitability for cultural adaptation for Indigenous families and co-design practical resources to promote program sustainability and trauma-informed practice. This project is Australia’s first randomised trial of a tailored program for kinship carers and expects to generate vital knowledge on evidence-based support. Via implementing an innovative program for kinship carers in statutory child protection, this project should build capacity for research-based practice and benefit family wellbeing and placement outcomes in kinship care.Read moreRead less
Evaluating the feasibility and effect of using a hospital wide coordinated approach to introduce evidence-based changes for pain management. This project will develop a comprehensive educational program and approach to pain management for public and private hospitals that could be used by other hospitals elsewhere. An educational program for hospitals staff, and specifically for Pain Resource Nurses, will be produced. This project has the potential to minimise the experience of pain and prevent ....Evaluating the feasibility and effect of using a hospital wide coordinated approach to introduce evidence-based changes for pain management. This project will develop a comprehensive educational program and approach to pain management for public and private hospitals that could be used by other hospitals elsewhere. An educational program for hospitals staff, and specifically for Pain Resource Nurses, will be produced. This project has the potential to minimise the experience of pain and prevent widespread complications associated with pain for all hospitalised patients, irrespective of diagnosis or reason for admission. It is also envisaged that this project will establish a model of change that could be used to facilitate evidence-based practice in other aspects of healthcare apart from pain.Read moreRead less
An Australasian, Multi-centre, Randomized, Double-blind, Placebo-controlled Trial Of The Efficacy Of Fluoxetine In Improving Functional Recovery After Acute Stroke
Funder
National Health and Medical Research Council
Funding Amount
$2,306,367.00
Summary
Stroke is one of the top three causes of disability. Treatments that improve recovery after stroke are lacking. We reviewed the world literature and found a number of very small studies which, together, suggest that the antidepressant drug, fluoxetine, may improve the recovery in stroke patients. AFFINITY is a large trial in 1600 Australians and New Zealanders with stroke which aims to find out whether taking fluoxetine for 6 months after a stroke improves recovery compared to a placebo.
Participate-CP: Optimising Participation In Physically Active Leisure For Children With Cerebral Palsy: A Randomised Controlled Trial
Funder
National Health and Medical Research Council
Funding Amount
$1,014,872.00
Summary
In Australia, 35,000 people have cerebral palsy, who compared to able-bodied peers, are less active with a greater risk of chronic, life-limiting health conditions. There are currently no effective interventions for children with cerebral palsy to increase their physical activity and participation in active leisure activities. We have promising data about a new intervention, called Participate-CP, which we will test in 80 children with cerebral palsy and compare results to usual therapy care.
Preparing Australia For Genomic Medicine: A Proposal By The Australian Genomics Health Alliance
Funder
National Health and Medical Research Council
Funding Amount
$25,000,000.00
Summary
The sequencing of the human genome brings the possibility of more accurate identification of the underlying basis of many diseases. This technology has moved so rapidly, however, that clinical access has been limited. In this application, a national alliance of clinicians, researchers, health economists and policymakers will evaluate the case for clinical genomics across inherited disease and cancer, determine how best to deliver this to the patient and train a capable workforce.