Development Of Microscope-in-a-needle Devices For Improved Clinical Diagnostics
Funder
National Health and Medical Research Council
Funding Amount
$327,746.00
Summary
We have developed a new high-resolution optical imaging technology. The unique aspect of our research has been to redesign the imaging probe, miniaturising it to a few hundred microns in diameter, and encase it in a hypodermic needle – a ‘microscope-in-a-needle’. We are developing specific imaging probes to aid in the assessment of lung disease; the diagnosis of liver disease; and integrated into a brain biopsy needle to enable safer brain biopsies.
Developing Interpretable Machine Learning Models For Clinical Imaging And Single-cell Genomics
Funder
National Health and Medical Research Council
Funding Amount
$1,312,250.00
Summary
Machine learning methods will be vital to make best use of the deluge of data generated by high-throughput technologies in biomedical science. To get the most out of these models, however, we need to be able to unpack the 'black box'. I will use curated clinical and public research data to benchmark and develop interpretable deep learning models and software tools. These models will be used for breast cancer screening programs and for analysis of complex, large-scale single-cell genomics data.
Aspirin For The Prevention Of Cognitive Decline In The Elderly: A Neuro-Vascular Imaging Study (ENVIS-ion) From ASPREE
Funder
National Health and Medical Research Council
Funding Amount
$1,341,232.00
Summary
The ENVIS-ion trial will examine whether Aspirin is effective in delaying the onset of worsening of thinking and memory abilities in healthy older adults. Magnetic resonance imaging (MRI) of brain structure will detect markers of early worsening of thinking and memory abilities. Blood vessels in the back of the eye (retina) share many features with vessels in the brain. We will compare whether aspirin lessens changes over time of features shown with brain MRI and retinal photography.
Imaging defects at atomic resolution via state-of-the-art atomic force microscopy and petascale simulations. Atomic force microscopy (AFM) promises to deliver resolution of individual atoms on surfaces and therefore, in principle, is capable of observing surface defects. However, the image obtained is a convolution of many complex interactions. Thus the key questions are what is being actually observed when we see something with “atomic resolution” in AFM and can point defects be really detected ....Imaging defects at atomic resolution via state-of-the-art atomic force microscopy and petascale simulations. Atomic force microscopy (AFM) promises to deliver resolution of individual atoms on surfaces and therefore, in principle, is capable of observing surface defects. However, the image obtained is a convolution of many complex interactions. Thus the key questions are what is being actually observed when we see something with “atomic resolution” in AFM and can point defects be really detected? The aim of this proposal is to combine state-of-the-art experimental AFM techniques with computer simulations that are capable of generating AFM images to answer these questions. Our ability to harness the potential of AFM for many applications in areas such as nanoscience and crystal engineering hinges on being able to correctly interpret AFM images.Read moreRead less
A reliable physical model of molecular motion in crystals. The scientific benefits would flow, in the first instance, to the large national and international communities of scientists whose research makes use of the results of X-ray diffraction experiments. Applications of the research to amino acids and peptides will benefit investigations into the structure and molecular dynamics of biological systems, including proteins and enzymes. Studies of charge densities in crystals will obtain a standa ....A reliable physical model of molecular motion in crystals. The scientific benefits would flow, in the first instance, to the large national and international communities of scientists whose research makes use of the results of X-ray diffraction experiments. Applications of the research to amino acids and peptides will benefit investigations into the structure and molecular dynamics of biological systems, including proteins and enzymes. Studies of charge densities in crystals will obtain a standard tool for improved modelling of molecular motion, resulting in physically more realistic charge density functions, and hence greater insight into the relationship between properties of crystals and their constituent molecules.Read moreRead less
Electronic and Optical Properties of Doped Titanium Dioxide. Titanium dioxide, is widely used as a white pigment, owing to its high refractive index, second, only after diamond. Yellowing of rutile pigment particles, observed on prolonged exposure to sunlight, is a serious problem that pigment manufacturers would like to overcome. It is proposed that aluminium-doping of rutile limits this discolouration by altering the electronic structure of the rutile particles. This project seeks to identify ....Electronic and Optical Properties of Doped Titanium Dioxide. Titanium dioxide, is widely used as a white pigment, owing to its high refractive index, second, only after diamond. Yellowing of rutile pigment particles, observed on prolonged exposure to sunlight, is a serious problem that pigment manufacturers would like to overcome. It is proposed that aluminium-doping of rutile limits this discolouration by altering the electronic structure of the rutile particles. This project seeks to identify the specific electronic cause of the yellowing process, the nature of the Al defect,it's effect on the electronic structure of rutile, and the electronic perturbations that may occur when other dopants are used.Read moreRead less
The Role Of Intense Physical Activity In Protecting The Ageing Brain
Funder
National Health and Medical Research Council
Funding Amount
$600,079.00
Summary
Previous research supports the notion that physical activity plays a role in maintaining brain health and preventing Alzheimer’s disease. Nevertheless, the type of activity (i.e. intensity of physical activity) that is of greatest benefit to the brain is yet to be established. This project aims to identify the most beneficial exercise intensity, in terms of brain health, measured utilising brain imaging technology.
The role of water uptake in novel all solid-state polymeric ion sensors. This research will enable the development of robust all solid-state polymeric ion sensors based on unplasticized copolymers. Significantly, the physical and chemical robustness of these copolymer ion sensors will allow their widespread use in new and exciting analytical applications, e.g., in-situ analysis of environmental samples in submersible instruments, clinical analysis of whole blood, in-vivo use of miniaturized ele ....The role of water uptake in novel all solid-state polymeric ion sensors. This research will enable the development of robust all solid-state polymeric ion sensors based on unplasticized copolymers. Significantly, the physical and chemical robustness of these copolymer ion sensors will allow their widespread use in new and exciting analytical applications, e.g., in-situ analysis of environmental samples in submersible instruments, clinical analysis of whole blood, in-vivo use of miniaturized electrodes in biological media, especially single cells and minute samples in biology and forensic science, etc. Extensive use of neutron characterization techniques aligns strongly this project with the new OPAL reactor to be commissioned in 2007.Read moreRead less
Probing the internal contacts of all solid-state polymeric ion sensors. The results of this research will enable the development of robust and reliable all solid-state polymeric ion sensors. These sensors will enable solutions to significant environmental problems such as soil salinity and acidity, and may pave the way for new and exciting analytical applications, e.g., miniaturized implantable sensors for in-vivo use, microfluidics and Forensic Science, single blood droplet clinical analyzers, ....Probing the internal contacts of all solid-state polymeric ion sensors. The results of this research will enable the development of robust and reliable all solid-state polymeric ion sensors. These sensors will enable solutions to significant environmental problems such as soil salinity and acidity, and may pave the way for new and exciting analytical applications, e.g., miniaturized implantable sensors for in-vivo use, microfluidics and Forensic Science, single blood droplet clinical analyzers, rugged solid contact ion sensors for use in submersible oceanographic analyzers, etc. The research will develop a unique in-situ neutron reflectometry technique for the study of electrochemical interfaces, providing scientific opportunities for the new Australian Replacement Research Reactor.Read moreRead less