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'.
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.
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%.
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.
Generating Stronger And Smarter T Cells For Cancer Therapy
Funder
National Health and Medical Research Council
Funding Amount
$310,332.00
Summary
White blood cells from cancer patients can be modified in the laboratory to react against tumours. These cells can then be given back to the patient, which can sometimes cause cancer regression. However, often the white blood cells lack strength, or they lack the ability to distinguish between tumour and normal tissues of the body. In this project we seek to make stronger and smarter white blood cells that can deliver a lethal hit against tumours without damaging essential organs of the body.
An Integrated Approach For The Efffective Adoptive Immunotherapy Of Cancer
Funder
National Health and Medical Research Council
Funding Amount
$468,119.00
Summary
Killer T lymphocytes can penetrate tumors and their transfer into cancer patients has demonstrated some encouraging results, but this form of immunotherapy remain ineffective in most cancer patients. We propose to improve the tumor trafficking and anti-tumor activities of killer cells by genetically engineering them with proteins that will enable them to recognise and destroy cancer cells. The outcomes of this project will validate this novel approach for treatment of cancer patients.
Understanding the nature and characteristics of youth violence in Australia. This study addresses the important problem of violence in Australian youth and the need for early intervention/prevention to limit further reoccurrences and escalation of violence across the life span and its associated economic and health costs. For the first time we will have specific access to Australian data on violent offending patterns and risk in adolescents for use in service planning rather than attempting to a ....Understanding the nature and characteristics of youth violence in Australia. This study addresses the important problem of violence in Australian youth and the need for early intervention/prevention to limit further reoccurrences and escalation of violence across the life span and its associated economic and health costs. For the first time we will have specific access to Australian data on violent offending patterns and risk in adolescents for use in service planning rather than attempting to apply findings from North America and Europe to our unique population. Work in this field will help improve the characterisation and identification of at-risk individuals and should ultimately improve our ability to direct treatment interventions to the most needy and most high risk groups.Read moreRead less
3D analysis of facial features for proof of identity across Australia's ethnically diverse population. The forensic sciences concerned with establishing Human identity play a vital role in safeguarding Australia. Certainty in Human identification is required by police and intelligence agencies because knowing the identity of perpetrators (or potential perpetrators) of crime allows effective preventative intervention. This is particularly important during surveillance operations and in the contex ....3D analysis of facial features for proof of identity across Australia's ethnically diverse population. The forensic sciences concerned with establishing Human identity play a vital role in safeguarding Australia. Certainty in Human identification is required by police and intelligence agencies because knowing the identity of perpetrators (or potential perpetrators) of crime allows effective preventative intervention. This is particularly important during surveillance operations and in the context of border protection. When crime has already been committed, the identification of victims and perpetrators is important for the exoneration of the innocent and successful prosecution of the guilty. The full utilisation of 3D morphometric analysis of faces will provide criteria robust enough for legal proof of identity. Read moreRead less
The Role Of Aspirin In The Prevention Of Colorectal Cancer
Funder
National Health and Medical Research Council
Funding Amount
$1,725,799.00
Summary
ASPREE is a large, phase 3 clinical study of health participants over the age of 70 years who have been randomized to either continuous low dose aspirin or placebo for an average of 5 years. This grant is concerned with collecting long-term follow-up for an additional 5 years, especially for evidence of colorectal cancer (CRC) as well as the exploration of potential mechanisms of action by which aspirin may prevent the development of CRC.
Preclinical Development Of A Therapeutic Anticancer Antibody To C-Met
Funder
National Health and Medical Research Council
Funding Amount
$435,530.00
Summary
Many common cancers cannot be effectively treated. A range of these cancers (e.g. gastric and lung cancer) display the molecule c-Met on their cell surface. c-Met promotes tumour growth; therefore, blocking c-Met is a promising strategy for treating these cancers. However, no antibodies or drugs that target c-Met have been licensed. The therapeutics that are being developed to target c-Met all have considerable limitations. Thus, there is an opportunity to develop a 'best-in-class' therapeutic.