Discovery Early Career Researcher Award - Grant ID: DE120102878
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Mobile phone text reminders to modify behaviours and prevent cardiovascular disease. Strategies are needed to improve adherence to behavioural and medical preventative treatments for heart disease. Brief informative reminders sent via mobile phone text message have potential as a cheap and safe method of improving behavioural change and adherence to treatments in people at risk of cardiovascular disease.
Electrochemical biosensors for detection of cardiac disease markers in blood. Cardiovascular diseases leading to heart failure have a prevalence of over 16 per cent in Australia. The social, economic and health burden is higher than for any other disease group. Hence, it is critically important to develop fit-for-purpose sensors of known cardiac biomarkers, which alert patients and clinicians of the risk of imminent heart failure.
Binary regression with additive predictors: new statistical theory with healthcare applications. This project will develop new statistical analysis techniques for predicting whether someone is at risk of adverse health outcomes. The project will then apply the new techniques to a large database on heart attacks, leading to new insights into how patient characteristics and treatments affect the chance of dying from a heart attack.