Advanced Non-invasive Cardiovascular Risk Screening In The Community: Practical And Cost Effective?
Funder
National Health and Medical Research Council
Funding Amount
$287,321.00
Summary
This research focuses on the practicalities and cost of mobile, advanced, non-invasive cardiovascular assessments to determine the extent of CVD and clinical risk factors and its likely impact on patterns of treatment and care to “disadvantaged” individuals living in rural and remote regions and Indigenous Australians. The advantage of directly acquiring risk profile information has not been fully explored and its potential to address an “epidemic” of CVD world-wide cannot be overstated.
Evidence Based Targeting Of Statewide Strategies For Preventing Falls Among Community Dwelling Older People In Victoria
Funder
National Health and Medical Research Council
Funding Amount
$410,724.00
Summary
Falls are a significant threat to the safety, health and independence of our older citizens. The aim of this project is to enable a more effective policy response to the falls prevention challenge in Victoria. The proposed research is designed to under-pin a re-orientation and evaluation of the Department of Human Services’ falls prevention program by facilitating improved targeting of effective interventions, taking older peoples’ preferences into account and working with community agencies
Preventing Mental Health Problems In Children: A Population-based Cluster Controlled Trial
Funder
National Health and Medical Research Council
Funding Amount
$431,133.00
Summary
14% of Australian children develop mental health problems. As treatment is time and cost intensive, prevention is the ideal model. This can be targeted to ‘at risk’ children, but may stigmatise families and have poor uptake. This project aims to trial whether a population targeted approach embedded in universal prevention performs better than targeted prevention alone, with each approach compared to ‘usual care’. The local and state government partners will ensure sustainability, policy relevanc ....14% of Australian children develop mental health problems. As treatment is time and cost intensive, prevention is the ideal model. This can be targeted to ‘at risk’ children, but may stigmatise families and have poor uptake. This project aims to trial whether a population targeted approach embedded in universal prevention performs better than targeted prevention alone, with each approach compared to ‘usual care’. The local and state government partners will ensure sustainability, policy relevance and uptake if effectiveRead moreRead less
Trajectories In Brain Structure And Function For Children With And Without ADHD: Associations With Academic, Cognitive, Social, And Mental Health Outcomes
Funder
National Health and Medical Research Council
Funding Amount
$1,235,951.00
Summary
Attention-Deficit/Hyperactivity Disorder (ADHD) is one of the most common disorders of childhood, affecting 7% of school-age children. This project will use neuroimaging to describe how brain structure and function change across late childhood to early adolescence for children with and without ADHD, and how those changes reflect ADHD symptom severity and functional outcomes (academic, cognitive, social, and mental health).
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.
Enabling Personalised Risk Assessment For Colorectal Cancer
Funder
National Health and Medical Research Council
Funding Amount
$431,000.00
Summary
Bowel cancer screening will be most effective in disease prevention if it is applied proportionately to individual person's risk. Risk-based screening requires a risk calculator to assess personal risk. By utilising existing large, international datasets, I will identify the risk factors specific for different bowel cancer types and incorporate them to upgrade the prediction model that I have developed. This will achieve more accurate risk prediction to enable personalised risk-based screening.
Validation Of A Multiplexed Blood Based Screening Assay For The Diagnosis Of Colorectal Cancer
Funder
National Health and Medical Research Council
Funding Amount
$556,712.00
Summary
Colorectal cancer (CRC) is the second most common cancer in Australia with poor patient outcome due to late detection of the disease. We have developed a simple blood based test that can diagnose individuals with CRC at an early stage when the chance of cure is greater than 80%.
Evaluation Of The Efficacy Of The Australian Mammographic Screening Program
Funder
National Health and Medical Research Council
Funding Amount
$504,096.00
Summary
BreastScreen Australia uses interim measures such as participation, small cancer detection and interval cancer rates to monitor the impact of the program on mortality. Using BreastScreen Victoria as a case study, we will estimate the direct impact of the program on mortality for screened women, addressing Cancer Australia's priority of 'Improving screening program outcomes to ensure that patients can be identified and treated appropriately and ensuring that screening services are effective'.
What Can Tau Deposition Tell Us About The Appearance Of Subjective And Objective Cognitive Decline In Older Adults?
Funder
National Health and Medical Research Council
Funding Amount
$674,077.00
Summary
Subjective memory concerns are common in older adults, but it is uncertain how they relate to Alzheimer’s disease (AD) biomarkers. Novel neuroimaging techniques have been developed for measuring tau deposition, a hallmark feature of AD. Using this technique, I aim to determine whether tau is sensitive to certain types of subjective concerns. My findings will reveal which concerns are indicative of AD risk, and which arise from unrelated factors, such as inattention or stress.