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national randomised controlled trials: GUARDS – evaluating the use of dexamethasone in patients with Acute Respiratory Distress Syndrome (ARDS) SODA-BIC – investigating sodium bicarbonate infusion
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is accountable for driving positive and sustainable change in people, process and technology, across all of Monash University and its controlled entities also known as the Monash Group. To be
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, and data protection Apply engineering principles, including version control (e.g., Git), CI/CD pipelines, and infrastructure-as-code (IaC) to ensure robust and repeatable deployments across both
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and capacity of community batteries and community renewable generation The number, capacity and control of individual DER Sequencing and control of grid forming inverters The number of intra and inter
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to real ChIP-seq and CLIP-seq datasets with well-defined binding sites as a control that it works with real biological data Apply MML to ChIP-seq cardiac datasets where no primary or secondary binding site
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information about behavioural patterns, but scoring this manually is time consuming. For this reason, machine learning solutions have been developed to automate behavioural prediction [5-12]. DeepLabCut [5] is
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Testing self-driving cars is extremely difficult, as one has to account for a very large space of possible scenarios. In this project, we will explore the application of automated testing techniques
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. Machine learning has been found to introduce and perpetuate discriminatory practices by unintentionally encoding existing human biases and introducing new ones. In this project, we will develop automated
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Research data governance is an under-explored issue, and technical infrastructures to support the transparency and control of data collected in human research studies (from medicine to social
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on this technology for its automated warehouses and fulfilment centres. The aim of this project is to use discrete optimisation techniques (e.g. Integer Programming) to design new algorithms for MAPF. An example