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the molecular genetic mechanisms of AD and its common comorbid disorders. This project will be based on a secondary analysis of existing large-scale genetic data. Advanced statistical genetic methods will be
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Nanotechnology (IF=39.21), Brief in Bioinformatics (IF=11.62), Hypertension (IF=10.19), IEEE Transactions on Pattern Analysis and Machine Intelligence (IF=24.31), IEEE Transactions on Medical Imaging (TMI
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. The most frequent cause of deep ICH is deep perforating vasculopathy with hypertension being the most important risk factor. With the highest proportion of haemorrhagic strokes caused by undetected
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reconstruction and data analysis. The PhD students will be working at Monash Biomedical Imaging and Faculty of Information Technology, Monash University. Monash Biomedical Imaging is one of the most advanced
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points of study) for the Master of Engineering component. Number offered 10 scholarships available per year. Selection criteria Award to the highest-achieving Year 12 students, based on academic
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are expected to be both (a) evidence of validated (or otherwise) replicated studies, and (more importantly) (b) an analysis of factors underlying the multi-dimensional space of experimental methodologies
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quantum computing technology. This project investigates the design, analysis and efficient implementation of alternative `quantum-resistant' public-key cryptosystems and protocols, focusing
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development process for DL, covering requirement analysis, data collection and labeling, data cleaning, network design, training, testing, and operation. Required knowledge deep learning, natural
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at the devices, and even if encryption is used to protect ML models, those models can be extracted during dynamic analysis. To secure on-device ML models, in this project, we aim to employ privacy-enhancing
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across a variety of sectors, the use of AI in LE is markedly different. The power of state coupled with the potential for broad-based data collection for AI analysis has implications for free, open, and