Olivia Ng LinkedIn
PhD Candidate, University of New South Wales, Australia.
"Clinical Predictive Tool for Arteriovenous Fistula (AVF) Failure"
Research interests: Computational Fluid Dynamics (CFD), Biomechanical Engineering, Blood Flow, Data Analysis
Current project: AVF Failure Prediction Model
Arteriovenous fistula (AVF) is a necessary surgically modified vascular structure to allow chronic kidney disease (CKD) patients to undergo hemodialysis. Unfortunately, complications often arise in an AVF causing it to not provide adequate blood flow to function normally.
My research focuses on methods to predict arteriovenous fistula (AVF) failure based on the combination of existing patient’s data and computational modelling. I work closely with vascular surgeons in the Prince of Wales Hospital to study the condition of an AVF by scanning patients with an ultrasound imaging system. With patients’ data, I aim to develop an indicator for AVF failure, by simulating close to real world condition of the AVF via computational modelling. This research aims to contribute to the on-going efforts to reduce AVF failure, and to improve the quality of life of CKD patient by effectively aid surgical planning and outcome.
2018-present PhD Mechanical Engineering, UNSW, Sydney
2016-present Casual Academic, School of Mechanical Engineering, UNSW, Sydney
2014-2017 BEng Honours Class 1 (Mechanical Engineering), UNSW, Sydney
XW. Ng, S. Gunasekera, S. Thomas, R. Varcoe, and T. Barber, “Regular Non-Invasive Surveillance of Arteriovenous Fistula (AVF)”, presented at 5th Annual 3D Med Australia Conference, Melbourne, Australia, 2019
Ng, O. XW; Gunasekera, Sanjiv D; Thomas, Shannon D; Varcoe, Ramon L and Barber, Tracie J., “Arteriovenous Fistula (AVF) failure prediction through patient-specific (PS) modelling”, Australian Biomedical Engineering Conference 2019 (ABEC 2019): Technology & Research in Australian Medical Science. Melbourne: Engineers Australia, 2019: 3. ISBN: 9781925627435
Gunasekera, Sanjiv; Ng, O. XW; Thomas, Shannon; Varcoe, Ramon; de Silva, Charitha and Barber, Tracie., “Flow analysis in a patient-specific arteriovenous fistula”, Australian Biomedical Engineering Conference 2019 (ABEC 2019): Technology & Research in Australian Medical Science. Melbourne: Engineers Australia, 2019: 86. ISBN: 9781925627435
S. Gunasekera, O. XW Ng, S. Thomas, R. Varcoe, CM. De Silva, and T. Barber, “Towards 3D PIV measurements of patient-specific arteriovenous fistula”, IX Australian Conference on Laser Diagnostics, Adelaide, Australia, 2019. ISBN: 978-0-646-81267-0
O. XW, Ng, “A predictive tool for Arteriovenous Fistula (AVF) Failure”, 2018 UNSW Engineering Postgraduate Symposium, Sydney, Australia, 2018. ISBN: 978-0-9953910-2-4
Z. Khan, O. XW. Ng, V. Timchenko, M. Jackson, “Effects of variation in blood perfusion and anatomy on modelled temperature distribution during wIRA hyperthermia”, 34th Annual Meeting of The Society for Thermal Medicine, Cancún, Mexico, 2017