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Machine learning has recently made significant progress for medical imaging applications including image segmentation, enhancement, and reconstruction. Funded as an Australian Research Council
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the area of end-to-end modular autonomous driving using computer vison and deep learning methods. This includes developing an efficient and interpretable image processing, vision-based perception and
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Dodson Indigenous Juris Doctor Scholarship Sir John Monash Fee Scholarship This scholarship is made available to Indigenous students who are studying the Juris Doctor in recognition of their high
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for monitoring and controlling the brain with medical devices and imaging brain activity in new and important ways. Required knowledge Statistical signal processing, Statistical Inference, Machine learning, Deep
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Monash Juris Doctor Law Dean's Scholarship Sir John Monash Fee Scholarship The Monash Juris Doctor Law Dean's Scholarship is awarded to an outstanding student who will contribute to a rich and
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Artificial Intelligence (AI) is revolutionizing the field of Magnetic Resonance Imaging (MRI) by enabling faster, more accurate, and cost-effective image reconstruction. This project explores
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Bachelor of Medical Science and Doctor of Medicine Imogen This scholarship has contributed to my achievement of publishing my first paper as well as hosting lectures. These experiences will help as I work
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reasonable query response time. The main focus will be on parallel query processing, which is the main driver for Big Data processing Variety: Data comes in a variety of formats, not only in a traditional
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The world is dynamic and in a constant state of flux, yet most machine learning models learn static models from a dataset that represents a single snapshot in time. My group's research is revolutionising the field of temporal analytics. We have refocused the field on methods that are both...
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"A picture is worth a thousands words"... or so the saying goes. How much information can we extract from an image of an insect on a flower? What species is the insect? What species is the flower