Postgraduate Theses: Recent submissions
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4D-Flow MRI for cardiovascular evaluation - application in routine clinical practice and integration in standard clinical workflow
Published 20254D-flow MRI is a relatively novel imaging modality with growing applications in cardiovascular clinical workflow and research. The wealth of information obtained by 4D-flow MRI is unparalleled by conventional cardiac imaging ...USyd AccessThesis -
Deep Learning-based Tumour Heterogeneity Analysis with Multiparametric Magnetic Resonance Imaging
Published 2025Tumour heterogeneity, characterised by spatial and temporal variations in cellular morphology and molecular profiles within the tumour tissues, impacts oncology diagnosis, prognosis, and treatment outcomes. Medical image ...Open AccessThesis -
Advanced Deep Learning Techniques for EEG based Sleep Signal Analysis
Published 2025Sleep signals are crucial for diagnosing sleep disorders and analyzing sleep patterns. Polysomnography uses EEG and other physiological measurements for sleep staging and disorder detection but relies on manual analysis ...Open AccessThesis -
Analysing, predicting and improving outcomes for kidney transplant recipients
Published 2025Kidney failure is a growing global health burden. Kidney transplantation offers the best treatment for eligible patients, however long-term outcomes remain suboptimal due to chronic rejection and premature death, particularly ...Open AccessThesis -
Integrating Nature's Covalent Strategies with Proteomics to Interrogate the Function of Protein Modifications
Published 2025Post-translational modifications (PTMs) expand biological functions beyond genetic coding. This thesis harnesses nature-inspired covalent chemistries to study electrophilic protein modifications and their crosstalk with ...EmbargoedThesis