Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this ....Machine Learning for Fracture Risk Assessment from Simple Radiography. This project aims to develop a novel, reliable, low-cost system to detect poor bone health and assess fracture risk to help to prevent and manage osteoporosis-related fractures. Currently, osteoporosis-related fractures cost our health system millions of dollars annually and costs are increasing with our ageing population. Early detection of poor bone health will improve the effectiveness of preventive measures and ease this burden. Current methods include unreliable, crude clinical and visual guides that suggest osteoporosis screening. The project plans to develop a novel system by applying machine learning algorithms to radiology data which is commonly captured for diagnosing other conditions.Read moreRead less
Doubly disadvantaged: harnessing elements of resilience and establishing information for systems change. Aboriginal children with a disability who receive insufficient support when young are likely to experience a lifetime of disadvantage. This project will provide these children, their families and their carers with a culturally appropriate, holistic pathway enabling easier access to health, social, and educational services.
Social outcomes, behaviour and emotional well-being of adults with autism. It is recognised that autism results in substantial life-long disability. Severe emotional and behavioural problems are likely to be a key factor in precluding adults with autism from work, independent living, social contact, and undermine their quality of life, thus increasing support needs. This project aims to address a major gap in our current knowledge - the association between severe emotional and behavioural proble ....Social outcomes, behaviour and emotional well-being of adults with autism. It is recognised that autism results in substantial life-long disability. Severe emotional and behavioural problems are likely to be a key factor in precluding adults with autism from work, independent living, social contact, and undermine their quality of life, thus increasing support needs. This project aims to address a major gap in our current knowledge - the association between severe emotional and behavioural problems in adults with autism and social outcomes. Identification of markers of adult outcomes aims to lead to an improved understanding of the pathways to better social outcomes, facilitating the development of specific interventions to provide much needed improvements in outcomes for adults with autism.Read moreRead less
Using 3D printing to improve access to graphics by vision-impaired people. This project aims to investigate the possible benefits of 3D printing for production of accessible materials for vision-impaired people. Currently tactile graphics are used to provide severely vision-impaired adults and children with access to graphical content used in education and in orientation and mobility training. This project is expected to clarify the kinds of graphics for which 3D prints are better suited than ta ....Using 3D printing to improve access to graphics by vision-impaired people. This project aims to investigate the possible benefits of 3D printing for production of accessible materials for vision-impaired people. Currently tactile graphics are used to provide severely vision-impaired adults and children with access to graphical content used in education and in orientation and mobility training. This project is expected to clarify the kinds of graphics for which 3D prints are better suited than tactile graphics, and to build capacity within the national accessible format provision sector for the production and use of 3D prints. Benefits will include increased educational opportunities and quality of life for Australians with severe vision impairment, through improved access to graphic materials used in education and orientation and mobility training.
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Improving employment outcomes for Australians with disability. This project aims to provide evidence about how to improve employment outcomes for people with disability. Nearly one in five adult Australians have a disability and just over half of these are in the labour force; a modest increase in employment rates will have significant social and economic benefits for people with disability and society. By collecting longitudinal quantitative (survey) and qualitative (interview) data at three ti ....Improving employment outcomes for Australians with disability. This project aims to provide evidence about how to improve employment outcomes for people with disability. Nearly one in five adult Australians have a disability and just over half of these are in the labour force; a modest increase in employment rates will have significant social and economic benefits for people with disability and society. By collecting longitudinal quantitative (survey) and qualitative (interview) data at three time points from over 1500 jobseekers with disability, critical information should be gained about how the characteristics of employment services, workplaces and jobseekers contribute to sustainable, meaningful employment for people with disability.Read moreRead less
Learning to Talk, Talking to Learn: Effects of an early childhood language program in remote Northern Territory indigenous communities. Both the quality and quantity of language children hear, and adult understandings of child development, drive children's future outcomes. Understanding how to improve both is critical to the lifelong education, employment and social potential of children from low socioeconomic families, especially with hearing loss. This project aims to examine to what extent a ....Learning to Talk, Talking to Learn: Effects of an early childhood language program in remote Northern Territory indigenous communities. Both the quality and quantity of language children hear, and adult understandings of child development, drive children's future outcomes. Understanding how to improve both is critical to the lifelong education, employment and social potential of children from low socioeconomic families, especially with hearing loss. This project aims to examine to what extent a parent-implemented early childhood language program designed to buffer against effects of childhood otitis media can support indigenous children in remote northern Australia. Outcomes aim to be data on effects on children's language, attention, and school readiness, plus uptake of strategies and knowledge by parents and other adults, and evidence regarding best practice in such contexts.Read moreRead less
Keeping my place in the community: achieving successful ageing-in-place for people with intellectual and developmental disabilities. This project, in partnership with aged care and disability agencies across two states, aims to examine ways the aged care, social and health needs of people with intellectual and developmental disabilities may be met in rural and urban settings. It will explore mechanisms that will lead to a better integration of the aged care and disability sectors.
Resonance: a digital media art work for cooperative group interaction in the rehabilitation of acquired brain injury. The project, titled 'resonance', encompasses the design and development of an interactive multimedia artwork for rehabilitation of Acquired Brain Injury (ABI). The artwork will promote cooperative group interaction between patients, enhancing their motor and cognitive recovery.
Discovery Early Career Researcher Award - Grant ID: DE120102914
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Membrane protein function in its native lipid environment characterised by solid-state nuclear magnetic resonance. Membrane proteins play an important role for cell function and have vast medical implications, whereas their function is crucially dependent on mechanisms related to their embedding in the membrane. These features will be characterised by newly developed spectroscopic methods, which will further contribute to an improved understanding of diseases.
Molecular dissection of the functional regions of genes that encode actinins (ACTN2 and ACTN3) and their contribution to normal variation in skeletal muscle function. The project has discovered a common genetic variant that affects skeletal muscle structure, function and metabolism and influences athletic ability, and response to diet and exercise. The project will study how this gene influences muscle bulk and strength, the metabolic efficiency of muscle and the risk of obesity in the general ....Molecular dissection of the functional regions of genes that encode actinins (ACTN2 and ACTN3) and their contribution to normal variation in skeletal muscle function. The project has discovered a common genetic variant that affects skeletal muscle structure, function and metabolism and influences athletic ability, and response to diet and exercise. The project will study how this gene influences muscle bulk and strength, the metabolic efficiency of muscle and the risk of obesity in the general population.Read moreRead less