DocumentCode
2116618
Title
A framework for personalization of coronary flow computations during rest and hyperemia
Author
Sharma, Parmanand ; Itu, Lucian ; Xudong Zheng ; Kamen, Ali ; Bernhardt, D. ; Suciu, Constantin ; Comaniciu, Dorin
Author_Institution
Corp. Res. & Technol., Siemens Corp., Princeton, NJ, USA
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
6665
Lastpage
6668
Abstract
We introduce a Computational Fluid Dynamics (CFD) based method for performing patient-specific coronary hemodynamic computations under two conditions: at rest and during drug-induced hyperemia. The proposed method is based on a novel estimation procedure for determining the boundary conditions from non-invasively acquired patient data at rest. A multi-variable feedback control framework ensures that the computed mean arterial pressure and the flow distribution matches the estimated values for an individual patient during the rest state. The boundary conditions at hyperemia are derived from the respective rest-state values via a transfer function that models the vasodilation phenomenon. Simulations are performed on a coronary tree where a 65% diameter stenosis is introduced in the left anterior descending (LAD) artery, with the boundary conditions estimated using the proposed method. The results demonstrate that the estimation of the hyperemic resistances is crucial in order to obtain accurate values for pressure and flow rates. Results from an exhaustive sensitivity analysis have been presented for analyzing the variability of trans-stenotic pressure drop and Fractional Flow Reserve (FFR) values with respect to various measurements and assumptions.
Keywords
biology computing; biomedical engineering; blood vessels; computational fluid dynamics; feedback; haemodynamics; medical computing; physiological models; CFD based method; FFR; LAD artery stenosis; boundary condition determination; computational fluid dynamics; coronary flow computation personalization; coronary tree; drug induced hyperemia; estimation procedure; flow distribution; fractional flow reserve; hyperemic coronary flow; hyperemic resistance estimation; left anterior descending artery; mean arterial pressure; multivariable feedback control framework; noninvasively acquired patient data; patient specific coronary hemodynamic computations; rest state coronary flow; transfer function; transstenotic pressure drop; vasodilation model; Blood pressure; Boundary conditions; Computational fluid dynamics; Estimation; Feedback control; Heart rate; Resistance; Blood Flow Velocity; Blood Pressure; Computer Simulation; Constriction, Pathologic; Coronary Circulation; Coronary Vessels; Heart Rate; Hemodynamics; Humans; Hydrodynamics; Hyperemia; Models, Cardiovascular; Models, Statistical; Oxygen; Sensitivity and Specificity; Time Factors; Tomography, X-Ray Computed; Vasodilation;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6347523
Filename
6347523
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