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
Link To Document :
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