X-ray Micro-tomography Validation of HRCT-Based Airway Measurements. This project brings together a newly emergent modality of microscopy in the form of 3D X-ray micro-tomography (XRMT) along with leading-edge image analysis to develop breakthrough science in respiratory research aimed at improving the reliability of high resolution computed tomography (HRCT). The project will develop novel 3D lung image segmentation protocols, a stereotactic registration program allowing 3D matching of XRCT and ....X-ray Micro-tomography Validation of HRCT-Based Airway Measurements. This project brings together a newly emergent modality of microscopy in the form of 3D X-ray micro-tomography (XRMT) along with leading-edge image analysis to develop breakthrough science in respiratory research aimed at improving the reliability of high resolution computed tomography (HRCT). The project will develop novel 3D lung image segmentation protocols, a stereotactic registration program allowing 3D matching of XRCT and HRCT data sets, and a validation protocol for quantitative HRCT analysis of airway disease. These outcomes will allow wider application of HRCT to non-invasively follow the dynamics of pulmonary function.Read moreRead less
Increasing the utility of tetanus toxins by protein engineering. There are a variety of common diseases that are the result of muscular defects. Some of these may be able to be treated with an agent that increases muscle tone, thereby giving benefit to the patient in the alleviation of symptoms. This project aims to use some of the most potent substances known, bacterial toxins, and engineer them to be valuable agents for treatment of certain muscular disorders.
Domestic air quality: towards the setting of guidelines. Air quality standards have been developed to protect human health. Although people spend most of their time indoors there are no standards and only a few guidelines for indoor air pollution (IAP). The aim of this study is to investigate the levels of IAP that may worsen asthma in children. Childhood asthma will be used as a health indicator due to its high prevalence, cost to the healthcare system and implications for respiratory morbidity ....Domestic air quality: towards the setting of guidelines. Air quality standards have been developed to protect human health. Although people spend most of their time indoors there are no standards and only a few guidelines for indoor air pollution (IAP). The aim of this study is to investigate the levels of IAP that may worsen asthma in children. Childhood asthma will be used as a health indicator due to its high prevalence, cost to the healthcare system and implications for respiratory morbidity in adult life. We expect to identify levels of IAP that will represent a health risk as well as the factors that may contribute to increased IAP in homes.Read moreRead less
Improving asthma device use: Innovative models for inter-professional practice. This project falls within the goals of National Priority 2: promoting and maintaining good health. This project has the potential to affect every individual accessing health care in the Australia. Through its approach to and focus on improving the use of asthma medications this project will impact on: the quality use of medicines and health outcomes for patients. Through its focus on health professional relationships ....Improving asthma device use: Innovative models for inter-professional practice. This project falls within the goals of National Priority 2: promoting and maintaining good health. This project has the potential to affect every individual accessing health care in the Australia. Through its approach to and focus on improving the use of asthma medications this project will impact on: the quality use of medicines and health outcomes for patients. Through its focus on health professional relationships and interdisciplinary approach to community health care it will result in: improved interprofessional relationships and a model of collaboration which has the potential to be implemented on a broad scale in the community.Read moreRead less
Advanced nanotechnologies for targeting biofilms. Advanced nanotechnologies for targeting biofilms. This project aims to develop nano-particulate systems based on a single platform technology that can be delivered as an aerosol. The current lack of a suitable formulation and delivery system hinders the eradication of fungal and bacterial biofilms from surfaces. These new systems will have enhanced residency time, penetration properties and effectiveness in biofilms. This project intends to under ....Advanced nanotechnologies for targeting biofilms. Advanced nanotechnologies for targeting biofilms. This project aims to develop nano-particulate systems based on a single platform technology that can be delivered as an aerosol. The current lack of a suitable formulation and delivery system hinders the eradication of fungal and bacterial biofilms from surfaces. These new systems will have enhanced residency time, penetration properties and effectiveness in biofilms. This project intends to understand the properties that govern the formation and interactions in these systems, and develop in-vitro tools that the wider scientific community can use. The project expects to generate a single platform that can be used for the eradication of biofilms in numerous applications, from healthcare to agriculture.Read moreRead less
High Gravity Precipitation of Nanoparticles for Pulmonary Drug Delivery. This collaborative project aims to explore the huge market potential of drug delivery by inhalation aerosols using nanoparticles. It will apply cutting edge nanotechnology to develop new techniques using high gravity to synthesise particles of biomaterials suitable for inhalation. Nanoparticles can penetrate deeper into the lung where they deposit and dissolve faster for enhanced therapeutic effects. Successful developme ....High Gravity Precipitation of Nanoparticles for Pulmonary Drug Delivery. This collaborative project aims to explore the huge market potential of drug delivery by inhalation aerosols using nanoparticles. It will apply cutting edge nanotechnology to develop new techniques using high gravity to synthesise particles of biomaterials suitable for inhalation. Nanoparticles can penetrate deeper into the lung where they deposit and dissolve faster for enhanced therapeutic effects. Successful development of the technology will position both Australia and the industry partner to take a lead in the application of this novel technology in pharmaceutical aerosols, and provides better inhalation therapy to benefit patients.Read moreRead less
Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven p ....Cohort discovery and activity mining for policy impact prediction. Cohort discovery and activity mining for policy impact prediction. This project aims to develop an intelligent systematic framework to predict policy impacts on Australian patients, by discovering inherent patient cohorts and assessing the impact of the policies on these cohorts. The proposed methods lay the theoretical foundations for building intelligent automated tools for policy assessment. Expected outcomes are data-driven patient group discovery, which could more precisely identify the patient cohorts most likely to benefit from a specific policy; and a model to predict the efficacy of policy options, which could increase the sustainability of the national health system by enabling smarter, more efficient policy decision-making.Read moreRead less
Robust face detection and recognition for computer-based security surveillance. The research aims at improving the existing and creating new automated face detection and recognition methods by making them invariant, firstly to head pose, orientation, scale and rotation, and then to occlusion, lighting conditions and facial expressions.
A robust face detector will be developed first and then a new face recognition algorithm that continues to learn identity-specific discriminants on-line by co ....Robust face detection and recognition for computer-based security surveillance. The research aims at improving the existing and creating new automated face detection and recognition methods by making them invariant, firstly to head pose, orientation, scale and rotation, and then to occlusion, lighting conditions and facial expressions.
A robust face detector will be developed first and then a new face recognition algorithm that continues to learn identity-specific discriminants on-line by collecting incremental face exemplars. The result of the research will be an algorithm that can improve its performance on-line adapting in a stable learning process each identity model to the correct facial examples.
The research has significant practical implication in visual surveillance increasing the robustness of identification of person identity, state and intent.
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Intruder alert! detecting and classifying events in noisy time series. This project aims to address the mathematical challenges in automated early detection and classification of intrusion events in noisy time series generated from perimeter security systems. The project expects to develop robust methods to detect intrusion events under different operating environments while ignoring nuisance events. The project will boost the global competitiveness of the Australian security industry, and enabl ....Intruder alert! detecting and classifying events in noisy time series. This project aims to address the mathematical challenges in automated early detection and classification of intrusion events in noisy time series generated from perimeter security systems. The project expects to develop robust methods to detect intrusion events under different operating environments while ignoring nuisance events. The project will boost the global competitiveness of the Australian security industry, and enable improved event detection and classification in noisy time series to the benefit of many critical application areas beyond national security.Read moreRead less
Automatic speech-based assessment of mental state via mobile device. This project aims to create the first mobile, device-based automatic assessment of mental state from acoustic speech. Focusing on novel approaches for eliciting speech, for regression-based scoring of mental state and for longitudinal modelling of speech, the project takes speech processing out of the laboratory and into realistic environments. The project is significant because elicitation approach and longitudinal modelling h ....Automatic speech-based assessment of mental state via mobile device. This project aims to create the first mobile, device-based automatic assessment of mental state from acoustic speech. Focusing on novel approaches for eliciting speech, for regression-based scoring of mental state and for longitudinal modelling of speech, the project takes speech processing out of the laboratory and into realistic environments. The project is significant because elicitation approach and longitudinal modelling have been acknowledged by the research community as challenges that are valuable to investigate, and because conventional regression methods are sub-optimal on ordinal mental state scales. This is significant commercially because mobile devices allow individually tailored, frequent and low-cost mental state assessment. Expected outcomes will include commercial-ready technology, trialled on Australians, accessible to everyone with a mobile device and concentration of Australian research and development capability in a rapidly growing application area.Read moreRead less