4 results on '"Ng, Olivia"'
Search Results
2. The effect of assumed boundary conditions on the accuracy of patient-specific CFD arteriovenous fistula model.
- Author
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Ng, Olivia, Gunasekera, Sanjiv D., Thomas, Shannon D., Varcoe, Ramon L., and Barber, Tracie J.
- Subjects
ARTERIOVENOUS fistula ,COMPUTATIONAL fluid dynamics ,SCANNING systems - Abstract
Computational fluid dynamics (CFD) modelling has been a useful non-invasive measurement tool to analyse the effects of blood flow in diseased arteriovenous fistula (AVF). To translate CFD findings for clinical use, it is essential to model the AVF as closely as possible to the physiological conditions. The AVF geometry consists of three boundary nodes, which require appropriate flow conditions prescribed to each of them. To this end, we modelled three AVF geometries, with three different, commonly used boundary conditions: velocity based on patient-specific waveforms, assumed flow split condition for the retrograde flow and assumed flow split condition for the antegrade flow. Three patient-specific geometries were acquired from an in-house ultrasound scanning system. The patient-specific waveforms were also obtained during these scanning sessions for the CFD models. WSS distribution and recirculating flows were observed at different locations for the three patient datasets, with different sets of boundary conditions. These effects were prominent at the anastomosis and dependent on the geometry of the AVF. There were also discrepancies between resistance values estimated from the patient-specific CFD models and the Hagen–Poiseuille model. These findings highlight the importance of modelling patient-specific AVFs with appropriate boundary conditions for better identification of diseased AVF. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
3. The use of patient-specific modelling in the assessment of a clinical indicator for arteriovenous fistula failure
- Author
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Ng, Olivia
- Subjects
resistance ,congenital, hereditary, and neonatal diseases and abnormalities ,haemodynamics ,cardiovascular diseases ,arteriovenous fistula ,computational fluid dynamics (CFD) ,clinical indicator - Abstract
The arteriovenous fistula (AVF) is a surgically-made vascular structure connecting an artery to a vein. It is the optimal form of vascular access for haemodialysis-dependent end-stage renal disease patients. However, AVF are prone to access dysfunction through the formation of stenoses, which compromise the structure’s utility. To date, a plethora of clinical models are used to predict AVF formation failure based on patient factors and other models predicting late AVF failure by assessing haemodynamics and quantifying disturbed flow behaviours and wall shear stress metrics with stenosis formation. That said, inconsistencies were identified in the correlation between these metrics and diseased AVFs. This thesis aims to assess the suitability of another haemodynamic-related metric, resistance, derived from pressure drop and flow rates through patient-specific CFD modelling, for diagnosing and predicting AVF failure. A three-dimensional ultrasound scanning system was used to obtain patient-specific geometry and flow profiles, used for CFD models which were then analysed, with resistance calculated for each patient. The significance of patient-specific CFD modelling was demonstrated in its usefulness to generate a patient-targeted indicator of diseased AVF. To study the effectiveness of resistance as a metric, the relationship between CFD-derived resistance and the potential for AVF failure was evaluated, starting with classification of resistance results among patients who had undergone treatment for stenosis. An exploratory study into the suitability of CFD-derived resistance and its association with patients’ AVF conditions was further conducted by classifying data from a larger patient dataset and fitting the classified data to a multilevel regression model. CFD-derived resistance was found to be higher at the proximal vein of problematic AVF, however this figure was 76% lower among patients who had undergone stenosis treatment. Meanwhile, no correlation was found between resistance at the proximal artery and patency status. An area under curve of 92.1% was found from the receiver operating characteristic analysis, noting an outstanding discrimination of the classification. CFD-derived resistance appears to be a promising metric in the assessment of a suitable diagnostic marker for AVF failure. This research concludes with aspirations for clinical implementation of a related system, alongside routine surveillance of AVF.
- Published
- 2021
- Full Text
- View/download PDF
4. Impact of juxta-anastomotic stent implantation on the haemodynamics within a single representative patient AVF.
- Author
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Gunasekera, Sanjiv, Ng, Olivia, Thomas, Shannon, Varcoe, Ramon, de Silva, Charitha, and Barber, Tracie
- Subjects
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ARTERIOVENOUS fistula , *REYNOLDS number , *SHEARING force , *SHEAR walls , *VASCULAR diseases , *HEMODYNAMICS - Abstract
• The impact of a stent on the AVF haemodynamics was numerically assessed. • The flow was funnelled within the stent in the malapposed regions of the vein. • Regions of low TAWSS and high OSI were smaller in the stented case. • Adverse haemodynamics were funnelled away from the vessel wall at the malapposition. An arteriovenous fistula (AVF), a vascular structure surgically created to enable haemodialysis, is commonly affected by stenosis in the juxta-anastomotic region. A new treatment involving the implantation of a flexible stent has shown good potential for retaining healthy AVFs. Since vascular disease in the AVF is known to be related to the haemodynamic environment within the vasculature, this study aims to understand the impact of the stent implantation on the flow dynamics within a single patient-specific AVF. A virtual stented geometry of the AVF was obtained with micro-CT images of a benchtop AVF model implanted with a Supera stent. Reynolds averaged Navier–Stokes simulations were conducted with physiological boundary conditions (Reynolds numbers varying from 345 to 730) applied on the AVF model with and without the presence of the stent. Velocity contour slices within the vein showed the concentration of high velocity in the stent encapsulated region. Moreover, the ratios of flow rate across the stent-lumen cross-sections over the flow rate across the vessel-lumen cross-sections suggested that the flow was being funnelled through the stent encapsulated regions of a malapposed section, despite the porous structure of the stent. A larger low velocity recirculation region translated to a larger vessel wall area of high Oscillatory Shear Index (OSI) and low Time-Averaged Wall Shear Stress (TAWSS) in the AVF model with the stent absent, compared to the stented model. This suggested that the adverse haemodynamic behaviour was being funnelled away from the vessel wall, possibly leading to a protective environment in the malapposed region of the vein. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
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