In vitro and in silico modelling of arteriovenous malformations for surgical planning

dc.contributor.authorBougardt, Jordan Lee
dc.contributor.supervisorHo, Wei Hua
dc.contributor.supervisorPaton, Randall Tyrone
dc.date.accessioned2026-05-06T13:00:16Z
dc.date.issued2024-06
dc.descriptionA 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.abstractModelling 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.sponsorshipNational Research Foundation (NRF)
dc.description.submitterMMM2026
dc.facultyFaculty of Engineering and the Built Environment
dc.identifier0009-0008-4614-935X
dc.identifier.citationBougardt, 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.urihttps://hdl.handle.net/10539/49182
dc.language.isoen
dc.publisherUniversity 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.holderUniversity of the Witwatersrand, Johannesburg
dc.schoolSchool of Mechanical, Industrial and Aeronautical Engineering
dc.subjectComputational Fluid Dynamics
dc.subjectBiomechanics
dc.subjectArteriovenous malformations
dc.subjectMagnetic Resonance Imaging
dc.subjectThrombosis
dc.subjectEmbolisation
dc.subjectUCTD
dc.subject.primarysdgSDG-9: Industry, innovation and infrastructure
dc.subject.secondarysdgSDG-3: Good health and well-being
dc.titleIn vitro and in silico modelling of arteriovenous malformations for surgical planning
dc.typeDissertation

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