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Found 8 matching student topics

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Machine learning for understanding and predicting behaviour

Understanding behaviour and predicting events is a core machine learning task, and has many applications in areas including computer vision (to detect or prediction actions in video) and signal processing (to detect events in medical signals).While a large body of research exists exploring these tasks, a number of common challenges persist including:capturing variations in how behaviours or events appear across different subjects, such that predictions can be accurately made for previously unseen subjectsmodelling and incorporating long-term relationships, such as previously …

Study level
PhD, Master of Philosophy
Faculty
Faculty of Engineering
School
School of Electrical Engineering and Robotics

Community and Public Health Nutrition Workforce

The training of a specialised community and public health nutrition (CPHN) workforce assumes they are optimally placed to address food and nutrition issues at a population and community level. However, concomitant with the rise of diet as the leading risk factor contributing to the burden of disease in Australia, has been a dramatic disinvestment in this workforcePermanent, full time nutritionist positions embedded in communities or population settings are few. If an organisation invests in a nutrition intervention it is increasingly …

Study level
PhD, Master of Philosophy, Honours
Faculty
Faculty of Health
School
School of Exercise and Nutrition Sciences

Mapping the perpetration of violence in Australia

This PhD involves a contribution to The Perpetration Project, a program of national research on the perpetration of violence in Australia. This research will map the extent and character of men’s and women’s use of violence and violence-related behaviours in intimate, domestic, and family settings. Associate Professor Michael Flood is co-leading the project, with collaborators in two external organisations, the Equality Institute and the Accountability Matters Project. This project began in 2020.The Perpetration Project will provide the first national data …

Study level
PhD, Master of Philosophy
Faculty
Faculty of Creative Industries, Education and Social Justice
School
School of Justice
Research centre(s)
Centre for Justice

Early prevention of inflammation-related diseases: characterization and use of milk and infant formula

Our belief in the importance of the 'first thousand days' and the critical part that nutrition plays has led my group to studies evaluating the composition and actions of milk and infant formula.Our studies of exosomes in biological fluids have led us to consider their presence and potential roles in milk and thus nutrition. To date, we have mainly determined proteomic contents (cargo) of exosomes but have been increasingly swayed by the literature suggesting important roles for microRNAs in general …

Study level
PhD, Master of Philosophy, Honours
Faculty
Faculty of Health
School
School of Biomedical Sciences

Understanding Online Global Shopping Event Participation

Online global shopping events, like Singles’ Day, Amazon Prime Day, Click Frenzy and Cyber Monday, resemble traditional physical sales events, like Black Friday and Post-Christmas sales, however differ operationally in that they exist digitally. Such online sales events have grown significantly in sales, media attention and consumer interest. While researchers have examined consumer behaviour in the context of physical retail sales events – such as willingness to attend, participate, or value sought – research is scare in relation to this …

Study level
PhD, Master of Philosophy
Faculty
Faculty of Business and Law
School
School of Advertising, Marketing and Public Relations

Targeting leptin's signalling axis to prevent treatment resistance in prostate cancer

Advanced prostate cancer (PCa) is a leading cause of cancer-associated death in Australian men. Anti-androgens, which exploit the tumour’s reliance on androgens for its growth & spread, offer temporary remission in advanced PCa patients, but due to treatment resistance, fail to be curative. A further complication of anti-androgens is that they trigger a deleterious suite of metabolic side-effects resembling obesity/Metabolic syndrome. These symptoms not only impact patient health but promote tumours to be more aggressive & resist treatment. Vital new …

Study level
PhD, Master of Philosophy, Honours
Faculty
Faculty of Health
School
School of Biomedical Sciences

TRAP: Translation into practice of Tools for Risk Assessment for healing and prevention of venous leg ulcers

Approximately 30% of venous leg ulcers (VLUs) fail to respond to evidence-based treatments and remain unhealed; while after healing, 60–70% of ulcers recur. Currently most clinicians use only their experience to identify patients with VLUs at high risk of failure to heal or recurrence after healing.To address this problem objectively, this project team has developed and validated two risk assessment tools to identify patients at high risk of failure to heal or ulcer recurrence. A prospective, multi-site study has demonstrated …

Study level
PhD
Faculty
Faculty of Health
School
School of Nursing

Restoring adiponectin signalling to prevent prostate cancer progression

Advanced prostate cancer (PCa) is a leading cause of cancer-associated death in Australian men. Anti-androgens, which exploit the tumour’s reliance on androgens for its growth and spread, offer temporary remission in advanced PCa patients, but due to treatment resistance, fail to be curative. A further complication of anti-androgens is that they trigger a deleterious suite of metabolic side-effects resembling obesity/Metabolic syndrome. These symptoms not only impact patient health but promote the tumour to be more aggressive and resist treatment. Vital …

Study level
PhD, Master of Philosophy, Honours
Faculty
Faculty of Health
School
School of Biomedical Sciences

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