Postgraduate Theses: Recent submissions
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Innovations in endoscopic resection of the upper gastrointestinal tract
Published 2024The management of early upper gastrointestinal neoplasia has transformed significantly with advanced endoscopic resection (ER) techniques. Lesions that once required invasive surgery can now be removed safely and effectively ...USyd AccessThesis -
Quantitative Investigation of Univariate Time Series Behavior in Financial Markets
Published 2024This thesis contributes to a growing body of work in statistical analysis of univariate time series in financial markets, bridging the conventional markets, such as the S&P500 index, with emerging digital assets like Bitcoin ...Open AccessThesis -
The Forgotten Works of Giulio Regondi: A New Edition of Regondi’s English Concertina Works Arranged for the Classical Guitar
Published 2024Giulio Regondi (1822-1872) was a unique musical figure in that, not only was he an accomplished multi-instrumentalist and composer, but both of his instruments, namely the classical guitar and English concertina, were ...Open AccessThesis -
Deep Learning with Insufficient Data
Published 2024The recent success of deep learning relies heavily on substantial computational resources and large-scale labelled data. However, data insufficiency remains a major concern. This thesis addresses multiple aspects of data ...Open AccessThesis -
Australian population and dentists’ knowledge of Human Papillomavirus (HPV), Oropharyngeal squamous cell carcinoma (OPSCC) and SARS-CoV-2: A mixed methods study
Published 2023Oropharyngeal squamous cell carcinoma (OPSCC) is a condition causing significant morbidity and mortality. Broadly, it can be divided into two epidemiological groups: cases that are related to behavioural factors such as ...Open AccessThesis