Discovery Early Career Researcher Award - Grant ID: DE240100168
Funder
Australian Research Council
Funding Amount
$413,847.00
Summary
Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features w ....Self-Supervised Sequential Biomedical Image-Omics. This project aims to develop a self-supervised sequential biomedical image-omics model to uncover the underlying biological processes e.g., normal or abnormal. Sequential biomedical images are state-of-the-art imaging modalities which allow to depict changes in progression to the human body. New self-supervised machine learning algorithms are proposed to derive features from heterogenous and unlabelled sequential images. These derived features will then be used to characterise the morphological and functional changes, which provide opportunities to increase understanding of progression of diseases of individual subject. The outcome from this project will provide new insights into system biology with potential future benefits in healthcare.Read moreRead less
Development and evaluation of morality curriculum intervention for children in Year 7 to reduce uptake of alcohol and tobacco in high school use. This project builds on previous research that supports the notion that a moral stance against alcohol and tobacco use has a protective effect on uptake of these substances. This study aims to develop morality curriculum components on alcohol and tobacco use for children in Year 7, and to determine the effectiveness of these morality components on preve ....Development and evaluation of morality curriculum intervention for children in Year 7 to reduce uptake of alcohol and tobacco in high school use. This project builds on previous research that supports the notion that a moral stance against alcohol and tobacco use has a protective effect on uptake of these substances. This study aims to develop morality curriculum components on alcohol and tobacco use for children in Year 7, and to determine the effectiveness of these morality components on preventing uptake of alcohol and tobacco use in early secondary school (Years 8 and 9). School-based interventions to date have ignored morality issues in their alcohol and tobacco control interventions. The output of this study will be the development of evidence-based morality curriculum components to enhance the effect of existing school-based interventions on alcohol and tobacco use.Read moreRead less
Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and ....Supporting dynamic multidimensional entrepreneurial resilience in Australia. This project aims to model entrepreneurial resilience, its formation and its influence on how creative transformation occurs, and whether ex ante adaptive capacity is in turn enhanced by having mastered crises. The project proposes a theoretical model to holistically measure resilience across the life course. Using longitudinal data for self-employed individuals in Australia the project analyses the impact of crisis and economic policy on entrepreneur’s behaviour and SMEs entry exit decisions. The project informs policy making through employing discrete choice experiments to elicit entrepreneur’s preferences for government policy and support post crisis. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE200101618
Funder
Australian Research Council
Funding Amount
$397,241.00
Summary
Reproducibility and transparency in the synthesis of research findings. This project aims to evaluate the reproducibility and transparency of systematic reviews and meta-analyses of the effects of health, social, behavioural and educational interventions. The project expects to determine how reliable, trustworthy, and reusable syntheses of research findings are, and provide critical insight into the education and technical infrastructure needed to improve them. Expected outcomes of the project i ....Reproducibility and transparency in the synthesis of research findings. This project aims to evaluate the reproducibility and transparency of systematic reviews and meta-analyses of the effects of health, social, behavioural and educational interventions. The project expects to determine how reliable, trustworthy, and reusable syntheses of research findings are, and provide critical insight into the education and technical infrastructure needed to improve them. Expected outcomes of the project include new methods to enhance open and reproducible research practices in research synthesis, regardless of discipline. This should provide significant benefits beyond the DECRA, such as more credible evidence to inform government policies and professional society guideline recommendations.Read moreRead less
Improving the performance of Australian social insurance schemes. Applying methods from computational social science, this project aims to develop a novel, multi-level modeling framework to assist transport injury, workplace injury and disability insurance schemes consistently achieve and maintain standards of high performance as recognised by international benchmarks. By creating a virtual laboratory for policy-makers and scheme managers, it expects to generate a comprehensive understanding of ....Improving the performance of Australian social insurance schemes. Applying methods from computational social science, this project aims to develop a novel, multi-level modeling framework to assist transport injury, workplace injury and disability insurance schemes consistently achieve and maintain standards of high performance as recognised by international benchmarks. By creating a virtual laboratory for policy-makers and scheme managers, it expects to generate a comprehensive understanding of mechanisms driving insurance scheme performance, enabling comparison of anticipated outcomes in response to legislative changes, policy changes and management decisions. The project aims to help schemes avoid human and financial failure, benefitting people with injuries and disabilities while reducing scheme costs.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE240100068
Funder
Australian Research Council
Funding Amount
$931,950.00
Summary
Australian Advanced Metabolic Signal Discovery, and Imaging Platform. This proposal aims to establish an Australian Advanced Metabolic Signal Discovery and Imaging platform. The platform consists of an ultra-high resolution gas chromatography mass spectrometer and an imaging mass spectrometry upgrade for a second existing high resolution mass spectrometer. The facility will break barriers currently limiting discovery and localisation of metabolic changes during plant and animal development under ....Australian Advanced Metabolic Signal Discovery, and Imaging Platform. This proposal aims to establish an Australian Advanced Metabolic Signal Discovery and Imaging platform. The platform consists of an ultra-high resolution gas chromatography mass spectrometer and an imaging mass spectrometry upgrade for a second existing high resolution mass spectrometer. The facility will break barriers currently limiting discovery and localisation of metabolic changes during plant and animal development under environmental stress; integral chemical signals exchanged in host-microbe interactions; and volatile signatures linked to ecosystem health and developmental anomalies in animals. Results will inform innovative strategies to enhance biological adaptation, climate resilience and plant, animal, and ecosystem health.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE240100719
Funder
Australian Research Council
Funding Amount
$449,308.00
Summary
Interpreting services for Australian Aboriginal languages . This project aims to investigate interpreting practice with First Nations Peoples. This project expects to generate new knowledge in the area of healthcare interpreting using an ethnographic and micro-analytical approach to actual in situ interpreter mediated interactions. Expected outcomes include enhanced capacity to improve interpreter service delivery for First Nations Peoples via the development of resources for best-practice commu ....Interpreting services for Australian Aboriginal languages . This project aims to investigate interpreting practice with First Nations Peoples. This project expects to generate new knowledge in the area of healthcare interpreting using an ethnographic and micro-analytical approach to actual in situ interpreter mediated interactions. Expected outcomes include enhanced capacity to improve interpreter service delivery for First Nations Peoples via the development of resources for best-practice communication in plain language and Australian Aboriginal languages spoken in Western Australia. This should provide significant benefits such as improving First Nations Peoples’ wellbeing and interpreter and practitioner health literacy, as well as enabling governing bodies to finetune multilingual policies.Read moreRead less
Screening and responding to domestic violence experienced by refugee women. We will adapt and test an evidence-based intervention to identify and address domestic violence with newly arrived refugee women, partnering with Settlement Services International, one of Australia’s largest providers of settlement programs. Domestic violence is the lead contributor to premature death among Australian women, and costs $22 b each year, with refugee women at heightened risk. This study will compare outcome ....Screening and responding to domestic violence experienced by refugee women. We will adapt and test an evidence-based intervention to identify and address domestic violence with newly arrived refugee women, partnering with Settlement Services International, one of Australia’s largest providers of settlement programs. Domestic violence is the lead contributor to premature death among Australian women, and costs $22 b each year, with refugee women at heightened risk. This study will compare outcomes for women who receive the intervention to controls and culturally sensitive, scaleable tested tools. This intervention should reduce the human and financial cost of domestic violence among refugee and other vulnerable migrant women, providing tools to settlement services to address this complex, hidden problem. Read moreRead less
Australian Laureate Fellowships - Grant ID: FL190100011
Funder
Australian Research Council
Funding Amount
$3,232,000.00
Summary
Contemporary life engagement and cognitive resilience in ageing. The aim of this Laureate Fellowship is to make a significant advance in our understanding of cognitive ageing through the adult life course by discovering how contemporary lifestyles and experience impact on cognitive resilience and cognitive function. Population ageing is occurring globally, creating an urgent need for evidence to inform strategies to promote ageing well and productively. Through assessment of adults aged 18-90 (a ....Contemporary life engagement and cognitive resilience in ageing. The aim of this Laureate Fellowship is to make a significant advance in our understanding of cognitive ageing through the adult life course by discovering how contemporary lifestyles and experience impact on cognitive resilience and cognitive function. Population ageing is occurring globally, creating an urgent need for evidence to inform strategies to promote ageing well and productively. Through assessment of adults aged 18-90 (across the life course), this project will evaluation the impact of technology, life space and sensory function on brain structure and function, and cognition. Intended benefits include provision of evidence to inform interventions and policies that optimize cognitive resilience and reduce cognitive decline.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190101134
Funder
Australian Research Council
Funding Amount
$342,338.00
Summary
Contraceptive choice for women with chronic disease. This project aims to understand the contraceptive decision-making practices of Australian women of reproductive age with chronic disease. To reduce high-risk unintended pregnancies in this vulnerable population, this project will develop a tailored educational app to support these women to make contraceptive choices and establish a reproductive life plan. The expected outcomes of the project are to assist women with chronic diseases safely pla ....Contraceptive choice for women with chronic disease. This project aims to understand the contraceptive decision-making practices of Australian women of reproductive age with chronic disease. To reduce high-risk unintended pregnancies in this vulnerable population, this project will develop a tailored educational app to support these women to make contraceptive choices and establish a reproductive life plan. The expected outcomes of the project are to assist women with chronic diseases safely plan pregnancies to ensure maternal personal, social and economic well-being and optimal birth outcomes.Read moreRead less