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Chronic obstructive pulmonary disease (COPD) is a complex and heterogeneous disease. Conventional markers of disease severity such as spirometric parameters and demographics struggle to adequately ...
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Parasitic worms (helminths) infect more than 1.5 billion people worldwide and cause major economic losses to the agricultural industry through infection of livestock. Their persistence is driven by...
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Breast cancer is one of the most prevalent and lethal diseases among women worldwide, and early and accurate detection, particularly of metastasis, is crucial to improving patient survival rates. D...
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Digital identity management remains a critical challenge in the digital era, as traditional centralized models are susceptible to data breaches, impersonation, and reliance on single points of auth...
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The Australian Black Summer megafires of 2019-20 emitted record-breaking quantities of aerosols into the atmosphere, delivering bioactive particles to ecosystems proximal and downwind of the source...
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This thesis investigates the use of deep learning and computer vision techniques for automated monitoring of laying hen behaviour in commercial egg farms. Laying hen behaviour is an important indic...
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This thesis develops a transdisciplinary, life cycle Sustainability Framework for Water Infrastructure in Nigeria, where almost half of existing schemes are non-functional and progress toward Susta...
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This thesis presents a synthetic data generation approach using Probabilistic Graphical Models (PGMs) as the underlying data generating process. Differential privacy is applied to protect the under...
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Restressing force in prestressed concrete bridges (PCBs) is reduced due to ageing, and operational and environmental loading, and it can significantly impact on their load-carrying capacity. Existi...
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