Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
REACH: Researching Effective Approaches To Cleaning In Hospitals
Funder
National Health and Medical Research Council
Funding Amount
$657,862.00
Summary
Healthcare associated infections are a major challenge for hospitals. Infections can spread via the patient environment, because colonized patients and staff can contaminate surfaces and equipment with micro-organisms. Cleaning is a vital component of patient care, but is a complex process with little real evidence to inform practice. This project will take a targeted approach to improving hospital cleaning to reduce infection rates; and examine the cost-effectiveness of this approach.
Automatic real-time detection of infiltrated objects for security of airports and train stations. Infiltrated objects represent a very high security threat in critical areas such as airports and train stations. In order to neutralise such a threat, this project will develop new automatic technologies capable of detecting infiltrated objects in sensitive areas in real time, analysing the movements of their original carriers in the nearby areas, and raising attention accordingly. The technologies ....Automatic real-time detection of infiltrated objects for security of airports and train stations. Infiltrated objects represent a very high security threat in critical areas such as airports and train stations. In order to neutralise such a threat, this project will develop new automatic technologies capable of detecting infiltrated objects in sensitive areas in real time, analysing the movements of their original carriers in the nearby areas, and raising attention accordingly. The technologies will be based on the automatic analysis of camera videos made by computers without the need for assessing or storing the identities of common passers-by. The potential of application is huge extending beyond airports and train stations to any public areas.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100235
Funder
Australian Research Council
Funding Amount
$280,000.00
Summary
Accelerating Australia's large scale video surveillance research programmes. The research to be conducted using this infrastructure will bring immense benefits to Australia in terms of increased levels of public safety and in the protection of critical facilities from terrorism and other crimes, by developing better surveillance systems. This will provide both increases in measurable research outputs and opportunities for Australian business to commercialise these systems. The infrastructure wil ....Accelerating Australia's large scale video surveillance research programmes. The research to be conducted using this infrastructure will bring immense benefits to Australia in terms of increased levels of public safety and in the protection of critical facilities from terrorism and other crimes, by developing better surveillance systems. This will provide both increases in measurable research outputs and opportunities for Australian business to commercialise these systems. The infrastructure will accelerate the pace of surveillance research and development in Australia, enhancing the competitiveness of both Australia's researchers and the businesses that will commercialise these researchers' discoveries.Read moreRead less
LittleBrother: Vision Systems Supporting Detection of Offenders in Public Places. Current visual surveillance systems can track people in an area only if complete camera coverage is provided. This project will develop a visual surveillance system able to track and record people's movements in a public building requiring only limited visual coverage. We will propose novel ways of matching images of a single individual from distant cameras by using features such as color histograms decomposed for ....LittleBrother: Vision Systems Supporting Detection of Offenders in Public Places. Current visual surveillance systems can track people in an area only if complete camera coverage is provided. This project will develop a visual surveillance system able to track and record people's movements in a public building requiring only limited visual coverage. We will propose novel ways of matching images of a single individual from distant cameras by using features such as color histograms decomposed for the different body parts, estimated height, and build type. Creating a record with this tracking information will effectively support security officers in the identification of responsible parties in the event of an offence.Read moreRead less
Developing An Australian Valuation For The EQ-5D-5L Quality Of Life Instrument
Funder
National Health and Medical Research Council
Funding Amount
$348,357.00
Summary
In the assessment of gains resulting from a health technology, it is standard to consider both mortality and quality of life effects. This project explores how Australians value different components of quality of life. To do this, we are running an online survey called a discrete choice experiment, and analysing the data using a range of cutting-edge econometric techniques. This will allow policy-makers to better reflect people's preferences when making decisions about new technologies.
Australian Resuscitation Outcomes Consortium [AUS-ROC] CRE
Funder
National Health and Medical Research Council
Funding Amount
$2,668,571.00
Summary
The Australian Resuscitation Outcomes Consortium (Aus-ROC) will be modelled on the highly successful North American Resuscitation Outcomes Consortium. The mission of Aus-ROC will be to conduct clinical trials and observational studies into the emergency management of out-of-hospital cardiopulmonary arrest. Building on our existing collaborative partnerships, our goal is to improve patient outcomes and build the research capacity in prehospital emergency care.
Examination of the integration and diffusion of Aboriginal voices in public health collaboratives. Does the integration of Aboriginal voices in governance processes of public health collaboratives influence equity of access in service delivery? Improving access to services is a key priority in order to improve the wellbeing of Aboriginal people. However there is no rigorous scientific evidence base driving current integration reforms. This project will use innovative methodologies (mathematical, ....Examination of the integration and diffusion of Aboriginal voices in public health collaboratives. Does the integration of Aboriginal voices in governance processes of public health collaboratives influence equity of access in service delivery? Improving access to services is a key priority in order to improve the wellbeing of Aboriginal people. However there is no rigorous scientific evidence base driving current integration reforms. This project will use innovative methodologies (mathematical, visual, and vocal) which will lead to a performance indicator framework of the relationships between integration, collaboration, equity and access to services within a social model of health. This is a way to move from assessments of Aboriginal participation processes as 'bad, poor and no' to 'good, green and go'.Read moreRead less
Pregabalin In Addition To Usual Care For Sciatica (PRECISE): A Randomised, Placebo-controlled Trial
Funder
National Health and Medical Research Council
Funding Amount
$638,663.00
Summary
Sciatica is a severe and disabling form of back pain that is characterised by radiating pain down the leg. However there is little evidence on how best to treat it conservatively. We propose to investigate the effectiveness of pregabalin, a medication that specifically targets sciatic pain, in addition to usual care in 204 patients with sciatica. We hypothesise that adding pregabalin will be more effective in reducing the severity of leg pain.
Planning for a better life under the National Disability Insurance Scheme (NDIS). This project aims to analyse and define the experiences and expectations of people with disability in rural and remote regions. People accessing the National Disability Insurance Scheme (NDIS) are required to complete a personalised service plan, however despite these reforms, people in rural and remote communities currently experience many challenges with the scheme. Using qualitative research methods, the project ....Planning for a better life under the National Disability Insurance Scheme (NDIS). This project aims to analyse and define the experiences and expectations of people with disability in rural and remote regions. People accessing the National Disability Insurance Scheme (NDIS) are required to complete a personalised service plan, however despite these reforms, people in rural and remote communities currently experience many challenges with the scheme. Using qualitative research methods, the project will investigate people’s experiences engaging with Local Area Coordinators and Planners under the Rural and Remote Strategy 2016-2019 and Aboriginal and Torres Strait Islander Engagement Strategy. The project will provide significant outcomes for Aboriginal and non-Aboriginal people with disability in rural and remote areas, disability service providers, and government and non-government policy makers.Read moreRead less