The University of Sydney: Recent submissions
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From Prediction to Decision in Financial Markets: Deep Learning in Market Heterogeneity and Multi-Agent Portfolio Optimization
Published 2026This thesis presents a systematic progression from predictive modelling to autonomous decision-making in financial markets, unified by the insight that financial time series are fundamentally distinguished from traditional ...Open AccessThesis -
Assessing health-related quality of life in patients accessing medicinal cannabis
Published 2026There is growing interest worldwide in using medicinal cannabis (MC) to manage symptoms and side-effects of chronic health conditions when conventional therapies fail. Although many countries allow MC, barriers to accessing ...Open AccessThesis -
The cost of treatment and quality of life in patients with colorectal liver metastases
Published 2026Globally, colorectal cancer (CRC) is the third most common cancer, and in Australia, it is ranked the fourth most common cancer. This incidence and high mortality rates place a substantial economic burden on patients, ...USyd AccessThesis -
Detection and classification of eye diseases in cattle using image analysis and deep learning
Published 2026Pinkeye, also known as infectious bovine keratoconjunctivitis (IBK), is a highly contagious ocular disease in cattle characterised by inflammation of the cornea and conjunctiva. It remains one of the most common and ...Open AccessThesis -
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