Linkage Infrastructure, Equipment And Facilities - Grant ID: LE150100030
Funder
Australian Research Council
Funding Amount
$270,000.00
Summary
Test-bed for Wide-Area Software Defined Networking Research. Test bed for wide-area software defined networking research: This project aims to develop a wide-area test bed, spanning ten organisations, for conducting research and experimentation in the emerging disruptive technology of Software Defined Networking (SDN). SDN is likely to bring long-term transformation to the networking industry, much like cloud computing did, by enabling dynamic virtualised elastic network services under software ....Test-bed for Wide-Area Software Defined Networking Research. Test bed for wide-area software defined networking research: This project aims to develop a wide-area test bed, spanning ten organisations, for conducting research and experimentation in the emerging disruptive technology of Software Defined Networking (SDN). SDN is likely to bring long-term transformation to the networking industry, much like cloud computing did, by enabling dynamic virtualised elastic network services under software control. The test bed will empower Australian researchers in network technologies and dependent applications (for example, multimedia and security) to collaboratively develop and demonstrate novel ideas at scale. This is expected to benefit Australia by giving our researchers international recognition in this nascent area, and developing a national talent pool for local industry.Read moreRead less
ARC Research Network in Spatially Integrated Social Science. The ARC Research Network in Spatially Integrated Social Science (SISS) builds Australia's capacity and capability for innovative, collaborative, cross-disciplinary effort to investigate the impacts of change on the behaviour and well-being of people and the fortunes of places. SISS theories and research tools permit the integration of diverse and complex databases, the generation of new synthetic datasets, the incorporation of spatial ....ARC Research Network in Spatially Integrated Social Science. The ARC Research Network in Spatially Integrated Social Science (SISS) builds Australia's capacity and capability for innovative, collaborative, cross-disciplinary effort to investigate the impacts of change on the behaviour and well-being of people and the fortunes of places. SISS theories and research tools permit the integration of diverse and complex databases, the generation of new synthetic datasets, the incorporation of spatial concepts into statistical analysis and modelling, powerful visualisation of information, and the building spatial decision support systems, to provide an improved evidence base and better informed decision-making to address the significant challenges facing Australia's people and its places.Read moreRead less
Parent involvement goes online: New ecologies of school-home relations. This project aims to: identify forms of digital exclusion and inclusion impacting on parents’ ability to support their children’s education; produce a new conceptual model of technologically mediated school-home relationships; and provide a comprehensive map of school-home connected digital tools and services. Combining a detailed survey of 500 school leaders with innovative networked case studies across three schools and 18 ....Parent involvement goes online: New ecologies of school-home relations. This project aims to: identify forms of digital exclusion and inclusion impacting on parents’ ability to support their children’s education; produce a new conceptual model of technologically mediated school-home relationships; and provide a comprehensive map of school-home connected digital tools and services. Combining a detailed survey of 500 school leaders with innovative networked case studies across three schools and 18 families, this will be the first national study to comprehensively describe and analyse home-school partnerships in the digital age. It will provide policy and educational leadership with a roadmap for addressing barriers to digital inclusion, as schools advance their integration of digital platforms. Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775716
Funder
Australian Research Council
Funding Amount
$150,000.00
Summary
Infrastructure for a Spatially Integrated Social Science e-Research Facility. The requested facility with its Nationally Distributed Socio-Spatial Data System and On-Line Analysis, Modeling and Visualisation Research Facility will enhance Australia's national research capacity for secondary data analysis and modeling of socio-spatial information with visualisation, substantially reducing the cost of innovative research conducted at various levels of spatial scale to investigate both local and na ....Infrastructure for a Spatially Integrated Social Science e-Research Facility. The requested facility with its Nationally Distributed Socio-Spatial Data System and On-Line Analysis, Modeling and Visualisation Research Facility will enhance Australia's national research capacity for secondary data analysis and modeling of socio-spatial information with visualisation, substantially reducing the cost of innovative research conducted at various levels of spatial scale to investigate both local and nationally significant demographic, social, economic and behavioural issues. It will deliver national/community benefits through enabling hundreds of researchers and graduate students across the university system to investigate demographic, economic and social issues at various levels of spatial scale.Read moreRead less
Socio-cultural Factors and the Use of Therapeutic Opioids in Indonesia. This project aims to determine how legal, policy and socio-cultural factors influence the use of therapeutic opioids in Indonesia. The project expects to generate a nuanced understanding of the impact of non-medical considerations in contested areas of health policy through its multidisciplinary and multi-scalar approach. We expect outcomes to include a robust model of influences on decision-making that can be applied in Ind ....Socio-cultural Factors and the Use of Therapeutic Opioids in Indonesia. This project aims to determine how legal, policy and socio-cultural factors influence the use of therapeutic opioids in Indonesia. The project expects to generate a nuanced understanding of the impact of non-medical considerations in contested areas of health policy through its multidisciplinary and multi-scalar approach. We expect outcomes to include a robust model of influences on decision-making that can be applied in Indonesia and adapted for use in other national contexts. This should provide significant benefits, including an innovative training program to empower doctors and pharmacists to make evidence-based decisions about the potential risks and benefits, both medical and social, of opioid-based treatment options.Read moreRead less
Automated analysis of multi-modal medical data using deep belief networks. This project will develop an improved breast cancer computer-aided diagnosis (CAD) system that incorporates mammography, ultrasound and magnetic resonance imaging. This system will be based on recently developed deep learning techniques, which have the capacity to process multi-modal data in a unified and optimal manner. The advantage of this technique is that it is able to automatically learn both the relevant features t ....Automated analysis of multi-modal medical data using deep belief networks. This project will develop an improved breast cancer computer-aided diagnosis (CAD) system that incorporates mammography, ultrasound and magnetic resonance imaging. This system will be based on recently developed deep learning techniques, which have the capacity to process multi-modal data in a unified and optimal manner. The advantage of this technique is that it is able to automatically learn both the relevant features to analyse in each modality and the hidden relationships between them. The use of deep belief networks has produced promising results in several fields, such as speech recognition, and so this project believes that our approach has the potential to improve both the sensitivity and specificity of breast cancer detection.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC210100056
Funder
Australian Research Council
Funding Amount
$3,975,864.00
Summary
ARC Training Centre for Next-Gen Technologies in Biomedical Analysis . The Centre for Next-Gen Technologies in Biomedical Analysis will deliver workforce trained in the development of transformative technologies that will rapidly expand the Australian pharmaceutical, diagnostic and defence sector. The university-industry partnership will increase Australia’s manufacturing capability by fast tracking screening, by integrating 3D printing, advanced sensing, big data analytics, machine learning an ....ARC Training Centre for Next-Gen Technologies in Biomedical Analysis . The Centre for Next-Gen Technologies in Biomedical Analysis will deliver workforce trained in the development of transformative technologies that will rapidly expand the Australian pharmaceutical, diagnostic and defence sector. The university-industry partnership will increase Australia’s manufacturing capability by fast tracking screening, by integrating 3D printing, advanced sensing, big data analytics, machine learning and artificial intelligence for the delivery of optimal solutions in diagnosis, treatment and wellbeing. The centre will deliver training in Industry 4.0 skills which will boost early-stage scale-up and accelerate the sector’s supply chain, which is pivotal for the Australian industries to maintain a competitive edge. Read moreRead less
Deep reinforcement learning for discovering and visualising biomarkers. This project aims to develop novel methods for discovering and visualising optimal bio-markers from chest computed tomography images based on extensions of recently developed deep reinforcement learning techniques. The extensions proposed in this project will advance medical image analysis by allowing an efficient analysis of large dimensionality inputs in their original high resolution. In addition, this project will be the ....Deep reinforcement learning for discovering and visualising biomarkers. This project aims to develop novel methods for discovering and visualising optimal bio-markers from chest computed tomography images based on extensions of recently developed deep reinforcement learning techniques. The extensions proposed in this project will advance medical image analysis by allowing an efficient analysis of large dimensionality inputs in their original high resolution. In addition, this project will be the first approach capable of discovering previously unknown biomarkers associated with important clinical outcomes. The project will validate the approach on a real-world case study data set concerning the prediction of five-year survival of chronic disease.Read moreRead less
Industrial Transformation Training Centres - Grant ID: IC190100020
Funder
Australian Research Council
Funding Amount
$3,998,796.00
Summary
ARC Industrial Transformation Training Centre for Joint Biomechanics. The Centre aims to bring together leading researchers, industry partners and end-users to train a new generation of interdisciplinary and skilled graduates to tackle industry-focused challenges in joint biomechanics. The centre will provide advances required to transform personalised surgical treatment of joints through integrated technologies of computer tools for pre-surgical planning and decision making, the computer simula ....ARC Industrial Transformation Training Centre for Joint Biomechanics. The Centre aims to bring together leading researchers, industry partners and end-users to train a new generation of interdisciplinary and skilled graduates to tackle industry-focused challenges in joint biomechanics. The centre will provide advances required to transform personalised surgical treatment of joints through integrated technologies of computer tools for pre-surgical planning and decision making, the computer simulation system and robot simulators for surgical training and medical device assessment, and post-surgical assessment tools. The outcomes of the centre will significantly contribute to Australia by improved health outcomes, economic benefits, and a skilled workforce able to advance this joint biomechanics fields.Read moreRead less
Local Government and Housing in Australia for the 21st Century. This project plans to analyse survey data, qualitative interviews and detailed case studies to investigate and theorise trends in the relationship between local government and housing supply and demand. It aims to answer a number of questions: What is the role of local government in housing Australians in the 21st century? How have changing economic, social, demographic and political processes affected the interaction between local ....Local Government and Housing in Australia for the 21st Century. This project plans to analyse survey data, qualitative interviews and detailed case studies to investigate and theorise trends in the relationship between local government and housing supply and demand. It aims to answer a number of questions: What is the role of local government in housing Australians in the 21st century? How have changing economic, social, demographic and political processes affected the interaction between local government and housing over the past decades, and what are the likely impacts in the future? How might a reshaped Australian Federation recast the role of local government in this area of social and economic policy? The research aims to consider inner urban, suburban and regional and rural areas; and to contribute to a healthier and more productive Australia by providing local governments with evidence on their role in the housing market and how they can prepare for the future.Read moreRead less