Prediction of epilepsy seizure onset using nonlinear analysis of EEG recordings. This project will develop the theory and algorithms for reliable and robust prediction of the onset of epileptic seizures and the characterisation of epileptic seizures based on EEG data. Our interdisciplinary team consists of neuroscientists and systems engineers supported with clinicians and software developers. The team will develop the theory and design, implement and evaluate decision support software that is a ....Prediction of epilepsy seizure onset using nonlinear analysis of EEG recordings. This project will develop the theory and algorithms for reliable and robust prediction of the onset of epileptic seizures and the characterisation of epileptic seizures based on EEG data. Our interdisciplinary team consists of neuroscientists and systems engineers supported with clinicians and software developers. The team will develop the theory and design, implement and evaluate decision support software that is able to interpret eeg data and present epilepsy relevant information to clinicians and patients. Our methods are based on statistical signal processing, nonlinear dynamics (bifurcation and time-series methods) and systems engineering (system identification, adaptive methods).Read moreRead less
Communication and information storage mechanisms in complex dynamical brain networks. Recordings of electrical activity in the brain often cycle repetitively. The aim of this research is to explain how these brain rhythms assist the brain to coordinate simultaneous activity in several regions. Australian socioeconomic benefits include: (i) contributions to the knowledge base of theoretical neuroscience, enhancing Australia's reputation for cutting-edge research; (ii) strengthening of internation ....Communication and information storage mechanisms in complex dynamical brain networks. Recordings of electrical activity in the brain often cycle repetitively. The aim of this research is to explain how these brain rhythms assist the brain to coordinate simultaneous activity in several regions. Australian socioeconomic benefits include: (i) contributions to the knowledge base of theoretical neuroscience, enhancing Australia's reputation for cutting-edge research; (ii) strengthening of international collaborations with Europe and Japan; (iii) outcomes will ultimately impact on improved medical bionics and future interfaces between brain activity and machines or computers; and (iv) commercialization and technology transfer opportunities, via the transfer of results to biologically inspired engineering.Read moreRead less
Non-invasive measurement of intracranial pressure by means of transcranial doppler blood flow and central aortic pressure. The investigation will produce a device that will aid doctors measuring brain pressure without drilling holes through the skull. The device will use the technology of an Australian company that has the only patented system to deduce the pressure in the brain by measuring pressure close to the heart and the brain and by recording the pressure pulse wave at the wrist. The comm ....Non-invasive measurement of intracranial pressure by means of transcranial doppler blood flow and central aortic pressure. The investigation will produce a device that will aid doctors measuring brain pressure without drilling holes through the skull. The device will use the technology of an Australian company that has the only patented system to deduce the pressure in the brain by measuring pressure close to the heart and the brain and by recording the pressure pulse wave at the wrist. The community benefit will be in terms of the safety and ease with which changes in pressure in the brain can be detected. It will also advance the world renowned Australian technology in a new area of application.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0775747
Funder
Australian Research Council
Funding Amount
$160,000.00
Summary
Distributed Medical Image Analysis and Visualisation Engine (MedVis). Improved understanding of neurological processes is crucial to improving clinical outcomes for patients. MedVis will contribute in three ways: support development of new methods of interpretation and analysis of complex neurological studies, allowing current methods to be applied more efficiently, and enabling distributed simulations and visualisations in real-time from remote sites.
The leading-edge, grid-based, software and ....Distributed Medical Image Analysis and Visualisation Engine (MedVis). Improved understanding of neurological processes is crucial to improving clinical outcomes for patients. MedVis will contribute in three ways: support development of new methods of interpretation and analysis of complex neurological studies, allowing current methods to be applied more efficiently, and enabling distributed simulations and visualisations in real-time from remote sites.
The leading-edge, grid-based, software and computational techniques developed for the project will enable visualization, analysis and modelling of massive volumes of image and other visualisation data. This capability is important in medical research where large visualisation data volumes are being created and studied by experts remote from each other.
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Automatic Brain Tissue Segmentation in Magnetic Resonance Images based on Knowledge-guided Constrained Clustering. Accurate volumetric measurement of brain tissues is of critical importance in the study of many brain disorders, disease diagnosis, disease progression tracking and treatment monitoring. The study in this research will result in the development of a powerful computational technique that allows automatic volumetric measurement and analysis of brain tissues. The software developed in ....Automatic Brain Tissue Segmentation in Magnetic Resonance Images based on Knowledge-guided Constrained Clustering. Accurate volumetric measurement of brain tissues is of critical importance in the study of many brain disorders, disease diagnosis, disease progression tracking and treatment monitoring. The study in this research will result in the development of a powerful computational technique that allows automatic volumetric measurement and analysis of brain tissues. The software developed in this project will expedite early clinical diagnosis and treatment of neural diseases for patients, hence saving life and reducing health cost both at the personal and the national level. Read moreRead less
Calcium signalling in neurons of the central nervous system. Understanding of the processes of cell-to-cell communication between neurons that comprise the brain and central nervous system is of primary importance to our understanding of fundamental phenomena such as voluntary and reflex movement, sensory responses and learning and memory. We would like to obtain a better understanding of how calcium controls neuronal and synaptic function. These studies will combine high-speed fluorescence ima ....Calcium signalling in neurons of the central nervous system. Understanding of the processes of cell-to-cell communication between neurons that comprise the brain and central nervous system is of primary importance to our understanding of fundamental phenomena such as voluntary and reflex movement, sensory responses and learning and memory. We would like to obtain a better understanding of how calcium controls neuronal and synaptic function. These studies will combine high-speed fluorescence imaging, electrophysiological recording, gene transfer using Adeno- and Sindbis viruses, and genetically designed and targeted biosensors to describe key "descriptors" of the calcium signals generated as neurons of the central nervous system ?talk? to each other.Read moreRead less
Hierarchical Phosphorylation of Tyrosine Hydroxylase is Dependent on the Activation Sequence of Signaling Pathways. Protein phosphorylation is a fundamental process in biology. It controls protein expression and function in all cells. Hierarchical phosphorylation is defined as the phosphorylation of a protein at one site leading to an altered phosphorylation at another site on the same protein and an altered biological outcome. We have discovered that the enzyme tyrosine hydroxylase undergoes a ....Hierarchical Phosphorylation of Tyrosine Hydroxylase is Dependent on the Activation Sequence of Signaling Pathways. Protein phosphorylation is a fundamental process in biology. It controls protein expression and function in all cells. Hierarchical phosphorylation is defined as the phosphorylation of a protein at one site leading to an altered phosphorylation at another site on the same protein and an altered biological outcome. We have discovered that the enzyme tyrosine hydroxylase undergoes a form of hierarchical phosphorylation not previously reported. Here we examine hierarchical phosphorylation in rat and human tyrosine hydroxylase and its functional consequence in intact cells. The approaches and methods developed will also be applicable to investigation of hierarchical phosphorylation in other proteins.Read moreRead less
Molecular neurobiology of the GABAB receptor: Studies of heteromeric receptor function and signalling. The G protein-coupled receptor (GPCR) for the inhibitory transmitter gamma- aminobutyric acid (GABA) is a unique heterodimer. Molecular analyses will be undertaken to provide insights into its signalling mechanisms and functional regulation. Investigations employing point mutant and chimeric receptors will analyse how ligand binding to the extracellular domain of the GABA-BR1 subunit triggers ....Molecular neurobiology of the GABAB receptor: Studies of heteromeric receptor function and signalling. The G protein-coupled receptor (GPCR) for the inhibitory transmitter gamma- aminobutyric acid (GABA) is a unique heterodimer. Molecular analyses will be undertaken to provide insights into its signalling mechanisms and functional regulation. Investigations employing point mutant and chimeric receptors will analyse how ligand binding to the extracellular domain of the GABA-BR1 subunit triggers G protein-coupling to the intracellular portion of the GABA-BR2 subunit. Focus will be on different modes of GPCR signalling, including constitutive activity and roles for membrane and cytosolic regulatory proteins. Targeted studies of GABAB receptor subunits will provide new information on the mechanistic regulation of GPCR signalling.Read moreRead less
Olfactory signal transduction in Drosophila melanogaster. This project will strengthen Australia's research capabilities in the areas of molecular neurobiology and neurogenetics. The project will equip students with the intellectual and technical skills needed to work in priority areas such as genomics and biotechnology, as well as in medical and agricultural research, and education. The research has possible long term applications in modifying the behaviour of insects of agricultural or medical ....Olfactory signal transduction in Drosophila melanogaster. This project will strengthen Australia's research capabilities in the areas of molecular neurobiology and neurogenetics. The project will equip students with the intellectual and technical skills needed to work in priority areas such as genomics and biotechnology, as well as in medical and agricultural research, and education. The research has possible long term applications in modifying the behaviour of insects of agricultural or medical importance. For example, by inhibiting the ability of insects to perceive specific odours it may ultimately be possible to prevent insects that carry disease from identifying target animals, or plant pests from locating their host plants.Read moreRead less
Olfactory signalling and coding in Drosophila and other insects. Animals rely on olfactory cues to detect food, danger, and others of the same species. The olfactory systems of Drosophila and other insects are simpler than those of mammals, yet complex enough to offer fascinating systems for studying neural information processing. This project aims to investigate the role of the Drosophila odorant receptors in olfactory coding, and to use multiple approaches to isolate components of the poorly u ....Olfactory signalling and coding in Drosophila and other insects. Animals rely on olfactory cues to detect food, danger, and others of the same species. The olfactory systems of Drosophila and other insects are simpler than those of mammals, yet complex enough to offer fascinating systems for studying neural information processing. This project aims to investigate the role of the Drosophila odorant receptors in olfactory coding, and to use multiple approaches to isolate components of the poorly understood insect olfactory signal transduction pathway. In addition, the role of the NO/cGMP pathway in olfactory signalling will be studied using an olfactory mutant that has nitric oxide synthase defects.Read moreRead less