Sydney Digital Theses (Open Access): Recent submissions
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Longitudinal Chest X-ray Image Generation via Autoregression Model and Diffusion-based Model
Published 2025Longitudinal chest X-ray (CXR) analysis is central to clinical follow-up of pulmonary diseases, where radiologists compare prior and current scans to assess subtle lesion changes while preserving thoracic anatomy. This ...Open AccessThesis -
Using Polysomnography-Derived Parameters to Predict Cardiovascular Outcome
Published 2025Cardiovascular disease (CVD) remains the leading cause of mortality worldwide, and obstructive sleep apnoea (OSA) is recognised as an independent risk factor. Polysomnography (PSG), the gold standard for OSA assessment, ...Open AccessThesis -
Educators’ exercising of emotional labour in their work with families: Implications for early childhood educators' wellbeing
Published 2026Early childhood educators in Australia and internationally are required to partner with families, however, understandings of such work, particularly the emotional labour inherent in this relational work, are, however, ...Open AccessThesis -
Measuring the machine: Evaluating Generative AI as Pluralist Sociotechnical Systems
Published 2026In measurement theory, instruments do not simply record reality; they help constitute what is observed. This thesis argues that generative AI evaluation works the same way: benchmarks do not just measure models, they help ...Open AccessThesis -
Molecular investigations and gene editing approaches for sustainable agriculture; understanding and optimising nitrogen transporters in cereals
Published 2026Nitrogen is a critical macronutrient for plant growth, yet its uptake and regulation in cereal crops remain complex and inefficient under variable environments. This thesis investigates the molecular, regulatory and ...EmbargoedThesis