Single Shot X-ray Tomography For Real-Time Functional X-ray Imaging
Funder
National Health and Medical Research Council
Funding Amount
$322,641.00
Summary
Computed Tomography (CT) scanners produce three-dimensional images of vital organs that cannot be obtained by conventional two-dimensional (single projection) x-ray radiographs. However, the radiation exposure is hundreds of times higher than conventional radiography. We will develop the world’s first CT scanner that uses no more radiation than a single conventional x-ray image that will provide four-dimensional reconstructions of a patient’s moving internal organs.
Discovery Early Career Researcher Award - Grant ID: DE130100739
Funder
Australian Research Council
Funding Amount
$354,958.00
Summary
Deterministic coherent diffractive imaging for the nanosciences. The technological trend towards nanoscale device fabrication demands picoscale measurements which will only be possible with the development of novel and advanced imaging techniques. This project will develop and implement cutting edge approaches to lensless imaging using both electrons and x-rays and will enable real-time imaging at the picoscale.
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.
From The Synchrotron To The Clinic: Translation Of A Novel Functional Lung Imaging Technology
Funder
National Health and Medical Research Council
Funding Amount
$891,834.00
Summary
Our team has recently developed a synchrotron technology with a startling capacity for dynamic functional imaging that can act as a sensitive regional indicator of lung disease. We will demonstrate that this technology can be translated from the synchrotron to the lab and eventually the clinic. We will provide proof of this concept by the application of this technology to emphysema, asthma, lung cancer, cystic fibrosis lung disease and neonatal resuscitation.
Making every electron count in atomic resolution microscopy. The development of aberration-corrected electron microscopy, which allows individual atom imaging with unprecedented precision, was recognised by the 2011 Wolf Prize in Physics. However, only a very limited amount of the wealth of information obtainable from such microscopes is currently exploited. By collecting a maximal data set of electrons scattered in manifold different ways and using the fundamental theory of electron-specimen in ....Making every electron count in atomic resolution microscopy. The development of aberration-corrected electron microscopy, which allows individual atom imaging with unprecedented precision, was recognised by the 2011 Wolf Prize in Physics. However, only a very limited amount of the wealth of information obtainable from such microscopes is currently exploited. By collecting a maximal data set of electrons scattered in manifold different ways and using the fundamental theory of electron-specimen interaction, this project will realise the huge potential of this untapped data. This will improve the utility of scanning transmission electron microscopy far beyond its current level. Applying these new techniques will expand our understanding of the structure and function of advanced materials.Read moreRead less
Imaging Neutrophil And Endothelial Function In Acute Glomerulonephritis
Funder
National Health and Medical Research Council
Funding Amount
$545,517.00
Summary
The glomerulus is a group of small blood vessels which form the filtering component of the kidney. In many diseases, it can be the target of an inappropriate inflammatory response during which white blood cells accumulate in the glomerular blood vessels and cause damage. In this project, we will visualise the blood vessel lining of the glomerulus in order to understand how white blood cells damage this region and cause leakage of protein leak into the urine.
Efficacy Of A 3-month Aerobic Exercise Regime For Restoring 'brain Health' In Heavy Cannabis Users
Funder
National Health and Medical Research Council
Funding Amount
$1,209,221.00
Summary
Over a ten-year period, we, and others have documented the brain and psychological harms associated with regular cannabis use. We have now shown that these harms are not permanent, but can be restored. However, the recovery process takes a long time. This study will build on our extensive work to date and, for the first time, investigate whether a specific form of exercise will cause accelerated and beneficial changes in i) the brain and ii) the daily lives of heavy cannabis users.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE170100118
Funder
Australian Research Council
Funding Amount
$1,800,000.00
Summary
UltraTEM: Resolving the structure of matter in space, energy and time. This project aims to establish a transmission electron microscope facility to analyse materials structure at the atomic level. A small number of atoms in critical locations governs the properties of materials from solar cells and catalysts to aerospace alloys, bio-sensors and quantum computers. To understand and engineer matter at this atomic level, tools are needed to characterise these critical atoms. This open access, nati ....UltraTEM: Resolving the structure of matter in space, energy and time. This project aims to establish a transmission electron microscope facility to analyse materials structure at the atomic level. A small number of atoms in critical locations governs the properties of materials from solar cells and catalysts to aerospace alloys, bio-sensors and quantum computers. To understand and engineer matter at this atomic level, tools are needed to characterise these critical atoms. This open access, national facility will be able to characterise matter at the atomic-level. Expected outcomes include better understanding of the natural world and advanced materials to solve problems in energy, technology, health, environment, communications, advanced manufacturing, transport and security.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE200100132
Funder
Australian Research Council
Funding Amount
$1,486,000.00
Summary
A triple beam microscope: new frontiers in materials nanocharacterisation. This project aims to establish a triple beam ion and electron microscope facility for the modification, preparation and characterisation of materials that have hitherto been too sensitive for high resolution analysis with charged particle beams. It is expected that materials will be studied artefact-free and at the nanoscale with twin ion beams and new detectors that allow novel imaging modes and extreme chemical sensitiv ....A triple beam microscope: new frontiers in materials nanocharacterisation. This project aims to establish a triple beam ion and electron microscope facility for the modification, preparation and characterisation of materials that have hitherto been too sensitive for high resolution analysis with charged particle beams. It is expected that materials will be studied artefact-free and at the nanoscale with twin ion beams and new detectors that allow novel imaging modes and extreme chemical sensitivity plus controlled atmosphere transfer to other instruments for correlative measurements. This unique facility should benefit research in many disciplines such as physics, chemistry, geology, pharmacy, materials, civil and chemical engineering by allowing first-ever observations of vital phenomena in diverse materials.Read moreRead less