The impacts of land ownership change on rural social and economic change. This project aims to develop a comprehensive framework for explaining how and why rural land is changing hands, what this means for the ways we understand socio-economic change in rural Australia, and how it can inform best-practice rural and regional decision making by public, private and community sector interests. The project will generate a unique, research-ready database that will detail every land transaction in rura ....The impacts of land ownership change on rural social and economic change. This project aims to develop a comprehensive framework for explaining how and why rural land is changing hands, what this means for the ways we understand socio-economic change in rural Australia, and how it can inform best-practice rural and regional decision making by public, private and community sector interests. The project will generate a unique, research-ready database that will detail every land transaction in rural NSW over a period of ten years, and analyse these data in light of complementary datasets and a series of in-depth interviews with land-owners and key stakeholders. The project expects to transform national understanding of rural land-ownership change, and promote best practice decision making.Read moreRead less
Influences on farmer suicide in Queensland and New South Wales. Australian farmers have been identified as being at high-risk of suicide. This project will provide direction for targeted suicide prevention strategies by quantifying the individual and environmental factors that place farmers at higher risk of suicide, as well as the protective factors that may buffer against suicide and suicidal behaviours.
Unequal futures: A critical investigation of regional and sociocultural variations in teenage pregnancy. The overarching aim of this project is to investigate geographical and sociocultural variations in teenage pregnancy in Australia, encompassing the over-representation of young Indigenous teenage mothers. It considers the implications of these differences for government policy.
The project aims to:
- define the parameters of teenage pregnancy
- map the complex social context in whic ....Unequal futures: A critical investigation of regional and sociocultural variations in teenage pregnancy. The overarching aim of this project is to investigate geographical and sociocultural variations in teenage pregnancy in Australia, encompassing the over-representation of young Indigenous teenage mothers. It considers the implications of these differences for government policy.
The project aims to:
- define the parameters of teenage pregnancy
- map the complex social context in which to understand teenage pregnancy
- identify the information, support, and services most likely to ensure that young women have options for pregnancy and motherhood which maximise their health and wellbeing
- identify factors which account for unintentional teenage pregnancy and strategies for prevention or amelioration.
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Learning Medical Image Knowledge. We aim to develop Machine Learning and Knowledge Acquisition techniques for automated recognition of features in medical images, and to provide decision support for diagnosis from medical images. The project is innovative in its use of layered learning, where the computer first learns to recognise low-level image features that are then used to learn more complex features. The project is also innovative in combining a variety of automatic learning methods, includ ....Learning Medical Image Knowledge. We aim to develop Machine Learning and Knowledge Acquisition techniques for automated recognition of features in medical images, and to provide decision support for diagnosis from medical images. The project is innovative in its use of layered learning, where the computer first learns to recognise low-level image features that are then used to learn more complex features. The project is also innovative in combining a variety of automatic learning methods, including relational learning, with human-assisted knowledge acquisition methods. The expected outcomes will be new techniques for image understanding, particularly for our test domain, namely, High Resolution Computed Tomography scans of the lung.Read moreRead less
Antigenic analysis of the surface of Cyclospora cayetanensis oocysts. Infection with Cyclospora cayetanensis is an emerging disease that causes significant morbidity in human populations. Although prevalent in developing countries, recent outbreaks in the USA confirm it is now emerging into the developed world. The research described here will analyse and characterise the antigens on the surface of the oocyst of C. cayetanensis which will add significantly to our sparse knowledge on this impor ....Antigenic analysis of the surface of Cyclospora cayetanensis oocysts. Infection with Cyclospora cayetanensis is an emerging disease that causes significant morbidity in human populations. Although prevalent in developing countries, recent outbreaks in the USA confirm it is now emerging into the developed world. The research described here will analyse and characterise the antigens on the surface of the oocyst of C. cayetanensis which will add significantly to our sparse knowledge on this important human parasite. We will also develop the first commercial antibodies and technologies which will rapidly and accurately detect the parasite in human patients and our drinking water supplies, thus securing a global market for Australian technology.Read moreRead less
An explainability oriented approach to manage dependent supply chain risks. This project aims to help supply chain companies model the impact on their operations by capturing the uncertainties impacting their upstream suppliers. In the current uncertain business environment, the project's outcome will benefit service-based industries to have an enhanced understanding of their operating environment and take decisions accordingly to avoid failures. This will significantly increase the productivity ....An explainability oriented approach to manage dependent supply chain risks. This project aims to help supply chain companies model the impact on their operations by capturing the uncertainties impacting their upstream suppliers. In the current uncertain business environment, the project's outcome will benefit service-based industries to have an enhanced understanding of their operating environment and take decisions accordingly to avoid failures. This will significantly increase the productivity of Australian service-based industries across different domains. The expected outcome is that it generates new knowledge by which risk managers of a focal company can conjointly consider risk identification/assessment with risk management analysis to develop explainable strategies for managing uncertainties. Read moreRead less
Emotion processing deficits in childhood: Risk for psychopathology and indications for clinical intervention. Mental health problems and antisocial behaviour cost Australia millions of dollars every year through the mental health and criminal justice systems. Families in rural regions of Australia are particularly disadvantaged in terms of access to clinical services. This research will examine and train emotion recognition skills and other developmental characteristics in children referred for ....Emotion processing deficits in childhood: Risk for psychopathology and indications for clinical intervention. Mental health problems and antisocial behaviour cost Australia millions of dollars every year through the mental health and criminal justice systems. Families in rural regions of Australia are particularly disadvantaged in terms of access to clinical services. This research will examine and train emotion recognition skills and other developmental characteristics in children referred for treatment for a range of behavioural and psychological disorders. Findings will lead to improvements in methods for early detection of child psychopathology with the potential for broad community implementation, and will contribute to the development of clinical protocols and treatment guidelines for early intervention and prevention. Read moreRead less
Molecular Ecology of Cryptosporidium in Rural and Urban NSW. Cryptosporidiosis is of particular concern in rural NSW. Significant increases in the incidence of cryptosporidiosis coupled with repeated outbreaks in regional areas demonstrate a need for improved management strategies. This project will identify transmission patterns of this disease relevant to the Australian environment, which is essential for future control. The reduction of economic costs for medical treatment of cryptosporidiosi ....Molecular Ecology of Cryptosporidium in Rural and Urban NSW. Cryptosporidiosis is of particular concern in rural NSW. Significant increases in the incidence of cryptosporidiosis coupled with repeated outbreaks in regional areas demonstrate a need for improved management strategies. This project will identify transmission patterns of this disease relevant to the Australian environment, which is essential for future control. The reduction of economic costs for medical treatment of cryptosporidiosis and improved on-farm management through control of Cryptosporidium transmission from farm animals are significant to public health and of national and community benefit. The primary national benefit will be improved rural community health through prevention of cryptosporidiosis outbreaks.Read moreRead less
An integrated modelling approach for efficient management of irrigated landscapes. Northern Victoria's irrigators use a substantial portion of water from the Murray-Darling Basin, which is under mounting pressure to satisfy competing economic, social and environmental needs for water in the face of climate change. Up to 20 per cent of this water may be on-farm surface runoff and deep percolation, with poorly known spatial distributions. This project will provide reliable temporally and spatially ....An integrated modelling approach for efficient management of irrigated landscapes. Northern Victoria's irrigators use a substantial portion of water from the Murray-Darling Basin, which is under mounting pressure to satisfy competing economic, social and environmental needs for water in the face of climate change. Up to 20 per cent of this water may be on-farm surface runoff and deep percolation, with poorly known spatial distributions. This project will provide reliable temporally and spatially distributed information on surface runoff and deep percolation for Northern Victoria irrigation regions. This will inform decisions which improve water use efficiency, agricultural productivity and environmental values through optimisation of irrigation infrastructure and by better management of groundwater resources and salinity.Read moreRead less
Assessing the effectiveness of a Community Reinforcement and Family Training intervention for alcohol misuse with Indigenous Australians. A national benefit will be the contribution of evidence about the feasibility, utility and potential effectiveness of individual and family-based interventions for reducing alcohol-related harms and improving family functioning among Indigenous Australians. Community level benefits will include, firstly, the strengthened role and capability of participating he ....Assessing the effectiveness of a Community Reinforcement and Family Training intervention for alcohol misuse with Indigenous Australians. A national benefit will be the contribution of evidence about the feasibility, utility and potential effectiveness of individual and family-based interventions for reducing alcohol-related harms and improving family functioning among Indigenous Australians. Community level benefits will include, firstly, the strengthened role and capability of participating health services and staff to utilise evidence based approaches to support Indigenous individuals and families dealing with alcohol problems. Secondly, Indigenous individuals and families participating in the Community Reinforcement and Family-based Training intervention will acquire the requisite skills and knowledge to manage the alcohol problems affecting them.Read moreRead less