The University of Sydney: Recent submissions
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Efficient and Robust Self-Supervised Learning for Deep Learning-Based Healthcare Applications
Published 2026As healthcare increasingly relies on deep learning for medical imaging, a critical challenge arises: the scarcity of labeled data due to expensive and time-consuming manual clinical annotation. This thesis addresses the ...USyd AccessThesis -
A multi-point maximum principle to prove global parabolic Harnack inequalities
Published 2026In this work, we introduce a novel methodology for proving global pointwise Harnack inequalities for parabolic partial differential equations on a Riemannian manifold. The main idea of our approach is to apply a multi-point ...Open AccessThesis -
Animating the “Outside”: a Tripartite Model of Analysing 1960s Jazz
Published 2026The revolutionary change in jazz improvisation of the 1960s featured a sudden increase in the degree and duration of departure from pre-composed forms. This practice, commonly known as “outside” playing, has generally been ...Open AccessThesis -
Oral Health Research Connect - May 2026
Published 2026-06-01• Current trends in adhesive cementation: A research-based analysis of materials and clinical protocols- Dr Edoardo Mancuso The rapid evolution of restorative dentistry has introduced an extensive array of materials ...Open AccessPresentation -
Targeted evidence-based care in bronchiectasis in a regional centre: a treatable traits approach to improving clinical and implementation outcomes
Published 2026Bronchiectasis is a syndrome that develops from a complex interaction of pathophysiological mechanisms, where permanent, abnormal airway dilation is the defining feature. Symptoms, recurrent exacerbations and hospitalisation ...USyd AccessThesis