Research Publications and Outputs: Recent submissions
-
Deep learning enables MV-based real-time image guided radiation therapy for prostate cancer patients.
Published 2023Objective. Using MV images for real-time image guided radiation therapy (IGRT) is ideal as it does not require additional imaging equipment, adds no additional imaging dose and provides motion data in the treatment beam ...Open AccessArticle -
Image Reconstruction with B0 Inhomogeneity using a Deep Unrolled Network on an Open-bore MRI-Linac
Published 2024MRI-Linac systems require fast image reconstruction with high geometric fidelity to localize and track tumours for radiotherapy treatments. However, B0 field inhomogeneity distortions and slow MR acquisition potentially ...Open AccessArticle -
Universal Health Care Delivery Mitigates Socioeconomic-Related Risk for Adverse Outcomes in Hospitalised Patients : Lessons from the COVID-19 Pandemic in Australia
Published 2025-04-01Objectives: Internationally, socioeconomic disadvantage is related to severe outcomes of COVID-19. We investigated the impact of socioeconomic disadvantage on infection rates, hospitalisation, and in-hospital outcomes for ...Open AccessDataset -
Longitudinal study in autosomal recessive PROM1 Inherited Retinal Disease
Published 2025-03-31PROM1, encoding prominin-1, inherited retinal diseases (IRDs) result in significant phenotypic heterogeneity ranging from macular dystrophy to severe rod-cone dystrophy. This study examined a cohort of patients with autosomal ...Open AccessDataset -
Building Mentally Healthy Futures: A Call to Action
Published 2025-03-07Two years ago, Australia’s Mental Health Think Tank (2022) released the policy paper Building Mentally Healthy Futures: Australian Youth Recovery Plan. The plan put forward eight evidence-based policy recommendations ...Open AccessReport, Technical