The development and testing of a device to enhance the application of repetitive transcranial magnetic stimulation. This project aims to develop and evaluate a new device designed to substantially enhance the use of transcranial magnetic stimulation, a technology, which is increasingly being applied in the treatment of disorders such as depression, as well as in the study of normal and abnormal brain function.
Biophysics-informed deep learning framework for magnetic resonance imaging. This project aims to bring about a paradigm shift from the conventional non-quantitative magnetic resonance imaging to ultra-fast, quantitative, and artefact free imaging. This project integrates biophysics and artificial intelligence, and it is expected to bring new knowledge in both fields. The expected outcomes of this project include next generation magnetic resonance imaging methods with a fundamental shift in the ....Biophysics-informed deep learning framework for magnetic resonance imaging. This project aims to bring about a paradigm shift from the conventional non-quantitative magnetic resonance imaging to ultra-fast, quantitative, and artefact free imaging. This project integrates biophysics and artificial intelligence, and it is expected to bring new knowledge in both fields. The expected outcomes of this project include next generation magnetic resonance imaging methods with a fundamental shift in the approach to image artefacts and image quantification. This project is expected to advance both single subject and population level biomedical imaging with greater accuracy and cost-effectiveness. This project also promotes explainable and generalisable artificial intelligence in medical imaging.Read moreRead less
Psychiatric disorders are associated with considerable social and economic burden which could be reduced if we understood mental health outcomes in high risk populations. This fellowship will use advanced brain imaging to understand the development of mental health disorders in those at high risk of bipolar disorder and dementia.
Investigating the intercellular trafficking of proteins and RNA and its relevance to neurodegenerative diseases. Alzheimer's and prion diseases are neurodegenerative disorders associated with protein misfolding. This project brings together similar features of these diseases using novel cell- and animal-based studies to develop a greater understanding of the molecular basis of these disorders.
Combining Timelapse Imaging And Computational Modelling To Understand The Mechanisms Of Axon Guidance In The Developing Retinotectal System
Funder
National Health and Medical Research Council
Funding Amount
$438,793.00
Summary
Understanding how patterns of brain wiring develop is crucial for understanding many cognitive disorders. One of the commonest types of connection pattern in the brain is a topographic map, where nearby neurons in one structure connect to nearby neurons in another structure. Using the transgenic tools available in the zebrafish as a model system, we will combine novel experiments with computational modelling to understand the rules which govern the formation of topographic maps in the brain.
Towards direct imaging of neuronal currents with MRI. This project aims to develop novel neuronal current magnetic resonance imaging (nc-MRI) methods that harness the oscillatory behaviour of neuronal magnetic fields. Current methods of detecting neuronal activity in the living human brain have limited spatial and temporal resolution. Use of nc-MRI aims to overcome these limitations by imaging the effects on the MRI signal of small transient magnetic fields associated with neuronal activity. Sig ....Towards direct imaging of neuronal currents with MRI. This project aims to develop novel neuronal current magnetic resonance imaging (nc-MRI) methods that harness the oscillatory behaviour of neuronal magnetic fields. Current methods of detecting neuronal activity in the living human brain have limited spatial and temporal resolution. Use of nc-MRI aims to overcome these limitations by imaging the effects on the MRI signal of small transient magnetic fields associated with neuronal activity. Signal-to-noise ratio is at the limits of detectability using current imaging systems and nc-MRI is yet to be convincingly demonstrated. An integrated framework for simulating nc-MRI in the visual cortex is expected to be developed.Read moreRead less
The Role of Metals in the Biology of the Ageing Brain. Aims
1.To advance basic understanding of the interactions between cellular proteins and biologically important metals
2. To learn how these interactions change as the organism ages
3. To study the pathological results of aberrant metal biology using animal and cellular models of major age-dependent neurodegenerative disease.
In a rapidly ageing society, neurodegenerative disorders such as Alzheimer's and Parkinson's diseases will presen ....The Role of Metals in the Biology of the Ageing Brain. Aims
1.To advance basic understanding of the interactions between cellular proteins and biologically important metals
2. To learn how these interactions change as the organism ages
3. To study the pathological results of aberrant metal biology using animal and cellular models of major age-dependent neurodegenerative disease.
In a rapidly ageing society, neurodegenerative disorders such as Alzheimer's and Parkinson's diseases will present a medical and economic challenge demanding novel and powerful science. This research will lead both to deeper understanding of the basic mechanisms underlying such disorders and to tools for designing new and effective treatments.
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Computational Analysis Of The Influence Of Growth Cone Shape Dynamics On Axon Guidance
Funder
National Health and Medical Research Council
Funding Amount
$346,406.00
Summary
For the brain to function correctly its neurons must be connected correctly. This project will use a novel mathematical approach to understand how growing nerve fibres find where to go in the developing brain. In particular we will use both experiments and computational analysis to understand how the shape of the tip of a growing nerve fibre helps the fibre navigate. This may help us understand the biological cause of many different types of mental disorders.
Integrative brain imaging technologies. This project aims to develop quantitative metabolic imaging using simultaneous magnetic resonance imaging (MRI) and positron emission tomography (PET). The current generation of MR-PET scanners are capable of simultaneously acquiring MRI and PET data to enable quantitative anatomical, physiological and metabolic imaging. The project aims to develop new MRI methods for quantitative anatomical mapping, MR-based motion correction of dynamic PET scan data, and ....Integrative brain imaging technologies. This project aims to develop quantitative metabolic imaging using simultaneous magnetic resonance imaging (MRI) and positron emission tomography (PET). The current generation of MR-PET scanners are capable of simultaneously acquiring MRI and PET data to enable quantitative anatomical, physiological and metabolic imaging. The project aims to develop new MRI methods for quantitative anatomical mapping, MR-based motion correction of dynamic PET scan data, and joint estimation of physiological and metabolic organ activity. These advances will create innovative imaging technologies for advanced biomedical imaging research with a particular emphasis in healthy ageing.
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