In vitro and in silico modelling of arteriovenous malformations for surgical planning
| dc.contributor.author | Bougardt, Jordan Lee | |
| dc.contributor.supervisor | Ho, Wei Hua | |
| dc.contributor.supervisor | Paton, Randall Tyrone | |
| dc.date.accessioned | 2026-05-06T13:00:16Z | |
| dc.date.issued | 2024-06 | |
| dc.description | A dissertation submitted in fulfilment of the requirements for the degree of Master of Science in Engineering, to the Faculty of Engineering and the Built Environment, School of Mechanical, Industrial and Aeronautical Engineering, University of the Witwatersrand, Johannesburg, 2024 | |
| dc.description.abstract | Modelling vascular pathologies and associated interventions using computational fluid dynamics (CFD) techniques can improve pre-surgical planning. This study examines arteriovenous malformations (AVMs), which involve the direct shunting of high-pressure arterial blood into low-pressure venous circulation, leading to severe ischemic events (strokes, seizures, etc.) for which coil embolisation, aimed at complete flow blockage, is the preferred intervention technique. Vascular parameters, including blood rheology, patient-derived vasculature, and haemostasis, were computationally replicated to augment physiological accuracy, while the flow blockage of the embolising coil and clot formations were modelled through cell-based porous media approaches. This investigation evaluates AVM characteristics and treatment efficacy, emphasizing the impact of coil number and insertion angle on flow reduction and thrombogenesis. Results indicate that a minimum of three coils are required for successful embolisation, while the preferred insertion angle was determined to be that which is aligned with the blood vessel axis, i.e., a 0° angle of insertion. | |
| dc.description.sponsorship | National Research Foundation (NRF) | |
| dc.description.submitter | MMM2026 | |
| dc.faculty | Faculty of Engineering and the Built Environment | |
| dc.identifier | 0009-0008-4614-935X | |
| dc.identifier.citation | Bougardt, Jordan Lee. (2024). In vitro and in silico modelling of arteriovenous malformations for surgical planning. [Master's dissertation, University of the Witwatersrand, Johannesburg]. WIReDSpace. https://hdl.handle.net/10539/49182 | |
| dc.identifier.uri | https://hdl.handle.net/10539/49182 | |
| dc.language.iso | en | |
| dc.publisher | University of the Witwatersrand, Johannesburg | |
| dc.rights | ©2024 University of the Witwatersrand, Johannesburg. All rights reserved. The copyright in this work vests in the University of the Witwatersrand, Johannesburg. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of University of the Witwatersrand, Johannesburg. | |
| dc.rights.holder | University of the Witwatersrand, Johannesburg | |
| dc.school | School of Mechanical, Industrial and Aeronautical Engineering | |
| dc.subject | Computational Fluid Dynamics | |
| dc.subject | Biomechanics | |
| dc.subject | Arteriovenous malformations | |
| dc.subject | Magnetic Resonance Imaging | |
| dc.subject | Thrombosis | |
| dc.subject | Embolisation | |
| dc.subject | UCTD | |
| dc.subject.primarysdg | SDG-9: Industry, innovation and infrastructure | |
| dc.subject.secondarysdg | SDG-3: Good health and well-being | |
| dc.title | In vitro and in silico modelling of arteriovenous malformations for surgical planning | |
| dc.type | Dissertation |