Postgraduate Theses: Recent submissions
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Deep Learning-Based Synthesis Algorithms for Positron Emission Tomography (PET) Imaging
Published 2025Medical imaging plays a vital role in healthcare by enabling non-invasive visualization of anatomical and physiological processes. Among modalities, Positron Emission Tomography (PET) provides metabolic insights crucial ...Open AccessThesis -
Melanocytic Histopathology Reading Study: Exploring the impact of clinical information and MPATH-Dx V2.0 on pathologists’ diagnoses of melanocytic skin lesions
Published 2025The clinical reference standard for diagnosis of primary cutaneous melanoma is the histopathology examination of a tissue biopsy specimen. However, there is evidence of poor accuracy and reproducibility for histopathology ...Open AccessThesis -
The effect of swirl and capsule rotation on the fluid mechanics of dry powder inhalers.
Published 2025This thesis presents findings from an extensive study into the dispersion mechanisms that drive the performance of Dry Powder Inhaler (DPI) devices for pulmonary drug delivery. The design of DPIs and the subsequent air ...Open AccessThesis -
Flexible Training in Surgery
Published 2025Time-Variable Training (TVT), including flexible work arrangements and Less-Than-Full-Time (LTFT) roles, is increasingly recognised as a mechanism to improve sustainability, diversity, and wellbeing in surgical education. ...USyd AccessThesis -
Quantitative microbial risk assessment of rural sanitation systems: with case studies from Fiji and Nepal
Published 2025Unsafe sanitation contributes to the transmission of several faecal-oral diseases through contaminated latrine surfaces, unwashed hands and other inadequate hygiene practices. While significant progress has been made on ...Open AccessThesis