One shot three-dimensional reconstruction of human anatomy and motion. This project aims to accurately estimate the three-dimensional (3D) structure of non-rigid human anatomy. Although computer vision has advanced the area of structure from motion, current approaches cannot accurately and densely reconstruct people. This project will create dense 3D reconstruction techniques which can manage non-rigid human anatomy using only two-dimensional images from medical imaging devices (X-rays and video ....One shot three-dimensional reconstruction of human anatomy and motion. This project aims to accurately estimate the three-dimensional (3D) structure of non-rigid human anatomy. Although computer vision has advanced the area of structure from motion, current approaches cannot accurately and densely reconstruct people. This project will create dense 3D reconstruction techniques which can manage non-rigid human anatomy using only two-dimensional images from medical imaging devices (X-rays and video sequences) in one shot – from a single image. This approach is expected to be used for the 3D visualisation of x-rays such as in clinical practice, human pose estimation, and 3D planning for orthopaedic minimally invasive surgery.Read moreRead less
Determining the individual, community and societal impacts of compensable injury in Australia. This project will enhance our understanding of the individual, community and societal impacts of workplace and transport injury in Australia. The project will develop new impact measurement tools for application in workers' compensation and motor accident compensation schemes.
Excessive sitting and population health: strengthening the science and the relevance to policy and practice. The majority of Australian adults spend most of their waking hours sitting; this increases the likelihood of developing diseases of inactivity, including diabetes, heart disease and some cancers. New research will investigate what factors encourage excessive sitting and what the health benefits are for people who deliberately do less sitting.
Predictive analytics from at home telemonitoring of vital signs. Predictive analytics from at home telemonitoring of vital signs. This project aims to reduce unscheduled admissions to hospital, by developing statistical models of people’s health using longitudinal measurements of vital signs and questionnaires. Hospital costs are becoming unsustainable and will overwhelm state budgets within thirty years. Telehealth monitoring to manage chronic disease is becoming increasingly routine internatio ....Predictive analytics from at home telemonitoring of vital signs. Predictive analytics from at home telemonitoring of vital signs. This project aims to reduce unscheduled admissions to hospital, by developing statistical models of people’s health using longitudinal measurements of vital signs and questionnaires. Hospital costs are becoming unsustainable and will overwhelm state budgets within thirty years. Telehealth monitoring to manage chronic disease is becoming increasingly routine internationally and should reduce unnecessary hospital admissions and health service costs. To scale up telehealth services nationally, automated means of assessing changes in an individual health status are needed. This project’s automated risk assessment models are expected to identify exacerbations and orchestrate an optimal response from health services to reduce unscheduled admissions to hospital.Read moreRead less
Chronic pain and functional impairment following traumatic injury: an investigation into the impact of compensation status and experience. This project will enhance understanding of the impact of the psychosocial factors and the compensation process on recovery from traumatic injury. The project will generate new resources (screening and referral guidelines; educational materials) to improve decision making consistency, client experience, and recovery from road trauma.
The impact of adding nursing support workers (assistants in nursing) to patient, nurse and system (ward) level outcomes. This project will identify the impact of adding nursing support workers on outcomes for patients (morbidity, mortality, quality of emotional care); staff (job satisfaction, intention to remain in the job); and the work environment (time spent in patient care, relationships with medical staff, staff experiences, leadership and support of workers).
Positive life pathways for vulnerable adolescents: The role of a life management program approach. Young people in contact with the criminal justice system who have problematic use of drugs and alcohol often lack opportunities for social and economic participation in society and many continue offending into adulthood. This project aims to examine and analyse the short and longer term outcomes and pathways of such young people who participate in a Program for Adolescent Life Management compared w ....Positive life pathways for vulnerable adolescents: The role of a life management program approach. Young people in contact with the criminal justice system who have problematic use of drugs and alcohol often lack opportunities for social and economic participation in society and many continue offending into adulthood. This project aims to examine and analyse the short and longer term outcomes and pathways of such young people who participate in a Program for Adolescent Life Management compared with similar young people who have not completed such a program. The findings aim to directly inform policies and programs, including life management, drug and alcohol and other support programs to better address multiple needs among this vulnerable group.Read moreRead less
Strengthening organisational performance through accreditation research: the ACCREDIT project. This project will address multiple national benefits, including the National Research Priority, promoting and maintaining good health. Our knowledge of how accreditation, standards-setting and surveying contributes to organisational performance and quality of care will be considerably improved. Better health policy, improved services to patients, enhanced consumer involvement in their own care and rese ....Strengthening organisational performance through accreditation research: the ACCREDIT project. This project will address multiple national benefits, including the National Research Priority, promoting and maintaining good health. Our knowledge of how accreditation, standards-setting and surveying contributes to organisational performance and quality of care will be considerably improved. Better health policy, improved services to patients, enhanced consumer involvement in their own care and research results for use by national bodies, other industries and international partners are some of the key benefits this project aims research achieve. The community is vitally interested in the costs of health services, the value for money they produce and the standards of care provided.Read moreRead less
Development of an evaluation model for assessing the effectiveness of ICT to integrate services and improve service performance and client experience. This research will deliver a new evaluation model for assessing how best to use information technology in service organisations to improve service co-ordination, performance and clients’ experiences. It focuses on information technology use in the aged and community care sector which is critically in need of these benefits.
Optimising the residential and community aged care workforce: the evidence-based development of clinical leadership in middle managers in aged care. 1.4% of the Australian workforce is employed in the aged care sector, making a significant contribution to the economy. This study provides evidence-based tools to build management capacity and leadership in aged care, which in turn will improve the quality and effectiveness of the care that has a crucial bearing on the lives of vulnerable older peo ....Optimising the residential and community aged care workforce: the evidence-based development of clinical leadership in middle managers in aged care. 1.4% of the Australian workforce is employed in the aged care sector, making a significant contribution to the economy. This study provides evidence-based tools to build management capacity and leadership in aged care, which in turn will improve the quality and effectiveness of the care that has a crucial bearing on the lives of vulnerable older people in community and residential care. The findings will identify ways to improve aged care workforce retention; and enhance key factors leading to quality care and improved well being of care staff and recipients. This knowledge will contribute to improving the status of aged care related employment; and yield future policy directions that promote effective clinical leadership in aged care. Read moreRead less