Functional Brain Age Measurement In Children And Adolescents
Funder
National Health and Medical Research Council
Funding Amount
$700,433.00
Summary
An important aspect of medicine is measuring the function of the human body. It is often advantageous to convert complex functional measures into simpler, intuitive measures such as 'age'. We can compare functional age to chronological age to diagnose disease. In this project, we will build an estimate of 'brain age' in children and adolescents using recordings of the electrical activity of the brain. We will test this 'brain age' as a diagnostic tool in several neurological disorders.
Predicting Fracture Outcomes From Clinical Registry Data Using Artificial Intelligence Supplemented Models For Evidence-informed Treatment (PRAISE) Study
Funder
National Health and Medical Research Council
Funding Amount
$636,217.00
Summary
This project will establish the role of artificial intelligence (AI) techniques to improve the prediction of clinical and longer-term patient reported outcomes following wrist fracture. Prediction models based on existing, routinely collected registry data with will be compared with models based on registry data enhanced by AI analysis of X-ray images, radiology reports and surgical reports. The AI analysis will reason on both image and text data, better replicating how humans learn.
SAFETY, EFFECTIVENESS OF CARE AND RESOURCE USE AMONG AUSTRALIAN HOSPITALS (SAFER HOSPITALS)
Funder
National Health and Medical Research Council
Funding Amount
$1,084,271.00
Summary
Global concern exists about the safety and quality of health care. Our study will, for the first-time in Australia, evaluate how often untoward outcomes such as adverse events, deaths, and readmission occur after hospital care, how they vary among hospitals that may suggest disparities in quality, and the costs to the health system. The findings will prioritise targets for quality improvement, lead to better monitoring methods, and inform clinical and policy intervention to improve care.
Genetic testing of IVF embryos promises to improve success but shows no effect of live-birth rates. Many embryos are mosaic: containing cells with correct and incorrect chromosome numbers. Current testing is an invasive biopsy which fails to diagnose how many cells are abnormal in the cells that develop into the baby. Here we will use imaging to determine the ratio of abnormal:normal cells resulting in a non-invasive diagnostic that will improve IVF success.
Harnessing Information Technology To Improve Self-management Behaviours And Health Outcome In People With Heart Failure: A Smarthome Ecosystem Living Lab Study
Funder
National Health and Medical Research Council
Funding Amount
$1,120,226.00
Summary
The burden of heart failure in Australia is substantial. Management of heart failure is complex and requires self-management of symptoms and behaviour change, which requires ongoing education and support to achieve. Current approaches for supporting self-management do not meet the needs of people with heart failure or the healthcare system. This Australian first project aims to co-design an intelligent smart home ecosystem (Smart Heart) to support the management for people with heart failure.
Developing Exon Replacement Gene Therapy To Cure Rett Syndrome: An Innovative Model For Neurodevelopmental Disorders
Funder
National Health and Medical Research Council
Funding Amount
$475,105.00
Summary
There is no cure for neurodevelopmental disorders such as Rett syndrome which is caused by mutations in the MECP2 gene. Gene therapy is ineffective due to the 'Goldilocks' effect where too little, as well as too much expression of MECP2 causes disease. Here a gene editing therapy will be tested in patient cells and mouse model that will maintain the normal cellular expression of MECP2 by cutting out the mutated regions of the gene (exons) and replacing them with repaired copies.
A Cellular Identity Crisis: Deciphering How Mammary Epithelial Cells Form And Maintain Their Identity
Funder
National Health and Medical Research Council
Funding Amount
$843,826.00
Summary
The ability to regenerate human organs from adult cells efficiently and without error is a major goal of biomedical research in Australia, with significant economic benefits. As one of the most regenerative organs in a woman's body, the breast is an excellent model to study mechanisms that underpin tissue growth and regrowth. Moreover, as these pathways are often hijacked by cancer, this research has important implications for the development of new targeted therapies to treat breast cancer.