Image-based modeling of blood flow and vessel wall dynamics: Applications, methods and future directions: Sixth international bio-fluid mechanics symposium and workshop, March 28-30, 2008 Pasadena, California

Annals of Biomedical Engineering

Volumn 38, Issue 3, 2010, Pages 1188-1203

  Taylor, Charles A ^a   Steinman, David A ^b  

^a STANFORD UNIVERSITY   (United States)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Aneurysms; Atherosclerosis; Hemodynamics; Image based modeling; Patient specific; Surgical planning

Indexed keywords

BIO-FLUID MECHANICS; BLOOD FLOW; CALIFORNIA; CLINICAL APPLICATION; ENDOVASCULAR DEVICES; FUTURE DIRECTIONS; HEMODYNAMIC PARAMETERS; IMAGE-BASED MODELING; IMAGE-BASED MODELS; PATHOPHYSIOLOGY; SURGICAL PLANNING; VERIFICATION AND VALIDATION; VESSEL WALLS;

BLOOD; CONTACTS (FLUID MECHANICS); DISEASES; FLUID MECHANICS; HEMODYNAMICS; HYDRODYNAMICS;

IMAGE PROCESSING;

ANIMAL; ARTERY; ARTICLE; BIOLOGICAL MODEL; BLOOD FLOW VELOCITY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SIMULATION; FORECASTING; HISTOLOGY; HUMAN; METHODOLOGY; PHYSIOLOGY;

ANIMALS; ARTERIES; BLOOD FLOW VELOCITY; COMPUTER SIMULATION; FORECASTING; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MODELS, CARDIOVASCULAR;

EID: 77952010787     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-010-9901-0     Document Type: Conference Paper

References (170)

1. Acevedo-Bolton, G., L. D. Jou, B. P. Dispensa, M. T. Lawton, R. T. Higashida, A. J. Martin, W. L. Young, and D. Saloner. Estimating the hemodynamic impact of interventional treatments of aneurysms: numerical simulation with experimental validation: Technical case report. Neurosurgery 59:E429-E430, 2006; author reply E429-E430.
2. L Antiga M Piccinelli L Botti B Ene-Iordache A Remuzzi DA Steinman 2008 An image-based modeling framework for patient-specific computational hemodynamics Med. Biol. Eng. Comput. 46 1097 1112 19002516
3. L Antiga DA Steinman 2009 Rethinking turbulence in blood Biorheology 46 77 81 19458411
4. L Antiga DA Steinman 2004 Robust and objective decomposition and mapping of bifurcating vessels IEEE Trans. Med. Imaging 23 704 713 15191145
5. S Appanaboyina F Mut R Lohner CA Putman JR Cebral 2008 Computational fluid dynamics of stented intracranial aneurysms using adaptive embedded unstructured grids Int. J. Numer. Meth. Fluids 57 475 493
6. AD Augst B Ariff GTSA Mc XY Xu AD Hughes 2007 Analysis of complex flow and the relationship between blood pressure, wall shear stress, and intima-media thickness in the human carotid artery Am. J. Physiol. Heart Circ. Physiol. 293 H1031 H1037 17449549
7. I Babuska JT Oden 2004 Verification and validation in computational engineering and science: basic concepts Comput. Meth. Appl. Mech. Eng. 193 4057 4066
8. Y Bazilevs VM Calo Y Zhang TJR Hughes 2006 Isogeometric fluid-structure interaction analysis with applications to arterial blood flow Comput. Mech. 38 310 322
9. EJ Bekkers CA Taylor 2008 Multiscale vascular surface model generation from medical imaging data using hierarchical features IEEE Trans. Med. Imaging 27 331 341 18334429
10. Bijari, P. B., L. Antiga, and D. A. Steinman. Reliability of vascular geometry factors derived from clinical MRA. In: Proc. SPIE Medical Imaging, San Diego, CA, 2009.
11. PJ Blanco RA Feijoo SA Urquiza 2007 A unified variational approach for coupling 3d-1d models and its blood flow applications Comput. Meth. Appl. Mech. Eng. 196 4391 4410
12. L Botti M Piccinelli B Ene-Iordache A Remuzzi L Antiga 2010 An adaptive mesh refinement solver for large-scale simulation of biological flows Int. J. Numer. Meth. Biomed. Eng. 26 86 100
13. L Boussel V Rayz A Martin G Acevedo-Bolton MT Lawton R Higashida WS Smith WL Young D Saloner 2009 Phase-contrast magnetic resonance imaging measurements in intracranial aneurysms in vivo of flow patterns, velocity fields, and wall shear stress: Comparison with computational fluid dynamics Magn. Reson. Med. 61 409 417 19161132
14. L Boussel V Rayz C McCulloch A Martin G Acevedo-Bolton M Lawton R Higashida WS Smith WL Young D Saloner 2008 Aneurysm growth occurs at region of low wall shear stress: Patient-specific correlation of hemodynamics and growth in a longitudinal study Stroke 39 2997 3002 18688012
15. EL Bove MR de Leval F Migliavacca R Balossino G Dubini 2007 Toward optimal hemodynamics: computer modeling of the Fontan circuit Pediatr. Cardiol. 28 477 481 17763891
16. MA Castro CM Putman JR Cebral 2006 Patient-specific computational fluid dynamics modeling of anterior communicating artery aneurysms: a study of the sensitivity of intra-aneurysmal flow patterns to flow conditions in the carotid arteries AJNR Am. J. Neuroradiol. 27 2061 2068 17110667
17. P Causin JF Gerbeau F Nobile 2005 Added-mass effect in the design of partitioned algorithms for fluid-structure problems Comput. Meth. Appl. Mech. Eng. 194 4506 4527
18. JR Cebral MA Castro S Appanaboyina CM Putman D Millan AF Frangi 2005 Efficient pipeline for image-based patient-specific analysis of cerebral aneurysm hemodynamics: technique and sensitivity IEEE Trans. Med. Imaging 24 457 467 15822804
19. JR Cebral MA Castro JE Burgess RS Pergolizzi MJ Sheridan CM Putman 2005 Characterization of cerebral aneurysms for assessing risk of rupture by using patient-specific computational hemodynamics models Am. J. Neuroradiol. 26 2550 2559 16286400
20. JR Cebral R Lohner 2005 Efficient simulation of blood flow past complex endovascular devices using an adaptive embedding technique IEEE Trans. Med. Imaging 24 468 476 15822805
21. JR Cebral RS Pergolizzi CM Putman 2007 Computational fluid dynamics modeling of intracranial aneurysms: qualitative comparison with cerebral angiography Acad. Radiol. 14 804 813 17574131
22. YS Chatzizisis M Jonas AU Coskun R Beigel BV Stone C Maynard RG Gerrity W Daley C Rogers ER Edelman CL Feldman PH Stone 2008 Prediction of the localization of high-risk coronary atherosclerotic plaques on the basis of low endothelial shear stress: an intravascular ultrasound and histopathology natural history study Circulation 117 993 1002 18250270
23. C Cheng F Helderman D Tempel D Segers B Hierck R Poelmann A van Tol DJ Duncker D Robbers-Visser NT Ursem R van Haperen JJ Wentzel F Gijsen AF van der Steen R de Crom R Krams 2007 Large variations in absolute wall shear stress levels within one species and between species Atherosclerosis 195 225 235 17169362
24. C Cheng D Tempel R van Haperen A van der Baan F Grosveld MJ Daemen R Krams R de Crom 2006 Atherosclerotic lesion size and vulnerability are determined by patterns of fluid shear stress Circulation 113 2744 2753 16754802
25. RL Dalman MM Tedesco J Myers CA Taylor 2006 AAA disease: mechanism, stratification, and treatment Ann. NY Acad. Sci. 1085 92 109 17182926
26. MR de Leval P Kilner M Gewillig C Bull 1988 Total cavopulmonary connection: a logical alternative to atriopulmonary connection for complex Fontan operations. Experimental studies and early clinical experience J. Thorac. Cardiovasc. Surg. 96 682 695 3184963
27. DA de Zelicourt K Pekkan J Parks K Kanter M Fogel AP Yoganathan 2006 Flow study of an extracardiac connection with persistent left superior vena cava J. Thorac. Cardiovasc. Surg. 131 785 791 16580435
28. C DeGroff B Birnbaum R Shandas W Orlando J Hertzberg 2005 Computational simulations of the total cavo-pulmonary connection: insights in optimizing numerical solutions Med. Eng. Phys. 27 135 146 15642509
29. P Dyverfeldt JP Kvitting A Sigfridsson J Engvall AF Bolger T Ebbers 2008 Assessment of fluctuating velocities in disturbed cardiovascular blood flow: in vivo feasibility of generalized phase-contrast MRI J. Magn. Reson. Imaging 28 655 663 18777557
30. CR Ethier 2002 Computational modeling of mass transfer and links to atherosclerosis Ann. Biomed. Eng. 30 461 471 12085998
31. A Feintuch P Ruengsakulrach A Lin J Zhang YQ Zhou J Bishop L Davidson D Courtman FS Foster DA Steinman RM Henkelman CR Ethier 2007 Hemodynamics in the mouse aortic arch as assessed by MRI, ultrasound, and numerical modeling Am. J. Physiol. Heart Circ. Physiol. 292 H884 H892 17012350
32. MA Fernandez J-F Gerbeau C Grandmont 2007 A projection semi-implicit scheme for the coupling of an elastic structure with an incompressible fluid Int. J. Numer. Meth. Eng. 69 794 821
33. CA Figueroa S Baek CA Taylor JD Humphrey 2009 A computational framework for coupled fluid-solid growth modeling in cardiovascular simulations Comput. Meth. Appl. Mech. Eng. 198 3583 3602
34. CA Figueroa CA Taylor AJ Chiou V Yeh CK Zarins 2009 Effect of curvature on displacement forces acting on aortic endografts: a three dimensional computational analysis J. Endovas. Ther. 16 284 294
35. CA Figueroa CA Taylor AJ Chiou V Yeh CK Zarins 2009 Magnitude and direction of pulsatile displacement forces acting on thoracic aortic endografts J. Endovasc. Ther. 16 350 358 19642798
36. CA Figueroa IE Vignon-Clementel KC Jansen TJR Hughes CA Taylor 2006 A coupled momentum method for modeling blood flow in three-dimensional deformable arteries Comput. Meth. Appl. Mech. Eng. 195 5685 5706
37. MD Ford SW Lee SP Lownie DW Holdsworth DA Steinman 2008 On the effect of parent-aneurysm angle on flow patterns in basilar tip aneurysms: towards a surrogate geometric marker of intra-aneurismal hemodynamics J. Biomech. 41 241 248 18078944
38. MD Ford HN Nikolov JS Milner SP Lownie EM Demont W Kalata F Loth DW Holdsworth DA Steinman 2008 PIV-measured versus CFD-predicted flow dynamics in anatomically realistic cerebral aneurysm models J. Biomech. Eng. 130 021015 18412502
39. MD Ford GR Stuhne HN Nikolov DF Habets SP Lownie DW Holdsworth DA Steinman 2005 Virtual angiography for visualization and validation of computational models of aneurysm hemodynamics IEEE Trans. Med. Imaging 24 1586 1592 16350918
40. MD Ford YJ Xie BA Wasserman DA Steinman 2008 Is flow in the common carotid artery fully developed? Physiol. Meas. 29 1335 1349 18854602
41. C Förster WA Wall E Ramm 2007 Artificial added mass instabilities in sequential staggered coupling of nonlinear structures and incompressible viscous flows Comput. Meth. Appl. Mech. Eng. 196 1278 1293
42. MH Friedman HA Himburg JA LaMack 2006 Statistical hemodynamics: a tool for evaluating the effect of fluid dynamic forces on vascular biology in vivo J. Biomech. Eng. 128 965 968 17154699
43. A Frydrychowicz A Berger MF Russe AF Stalder A Harloff S Dittrich J Hennig M Langer M Markl 2008 Time-resolved magnetic resonance angiography and flow-sensitive 4-dimensional magnetic resonance imaging at 3 tesla for blood flow and wall shear stress analysis J. Thorac. Cardiovasc. Surg. 136 400 407 18692649
44. J-F Gerbeau M Vidrascu P Frey 2005 Fluid-structure interaction in blood flows on geometries based on medical imaging Comput. Struct. 83 155 165
45. FJ Gijsen JJ Wentzel A Thury B Lamers JC Schuurbiers PW Serruys AF van der Steen 2007 A new imaging technique to study 3-d plaque and shear stress distribution in human coronary artery bifurcations in vivo J. Biomech. 40 2349 2357 17335832
46. FJ Gijsen JJ Wentzel A Thury F Mastik JA Schaar JC Schuurbiers CJ Slager WJ van der Giessen PJ de Feyter AF van der Steen PW Serruys 2008 Strain distribution over plaques in human coronary arteries relates to shear stress Am. J. Physiol. Heart Circ. Physiol. 295 H1608 H1614 18621851
47. FP Glor B Ariff AD Hughes LA Crowe PR Verdonck DC Barratt GTSA Mc DN Firmin XY Xu 2004 Image-based carotid flow reconstruction: a comparison between MRI and ultrasound Physiol. Meas. 25 1495 1509 15712727
48. FP Glor B Ariff AD Hughes PR Verdonck DC Barratt AD Augst SA Thom XY Xu 2004 Influence of head position on carotid hemodynamics in young adults Am. J. Physiol. Heart Circ. Physiol. 287 H1670 H1681 15371267
49. FP Glor B Ariff AD Hughes PR Verdonck SA Thom DC Barratt XY Xu 2005 Operator dependence of 3-d ultrasound-based computational fluid dynamics for the carotid bifurcation IEEE Trans. Med. Imaging 24 451 456 15822803
50. FP Glor Q Long AD Hughes AD Augst B Ariff SA Thom PR Verdonck XY Xu 2003 Reproducibility study of magnetic resonance image-based computational fluid dynamics prediction of carotid bifurcation flow Ann. Biomed. Eng. 31 142 151 12627821
51. JM Greve AS Les BT Tang MT Draney Blomme NM Wilson RL Dalman NJ Pelc CA Taylor 2006 Allometric scaling of wall shear stress from mice to humans: quantification using cine phase-contrast MRI and computational fluid dynamics Am. J. Physiol. Heart Circ. Physiol. 291 H1700 H1708 16714362
52. HC Groen FJ Gijsen A van der Lugt MS Ferguson TS Hatsukami AF van der Steen C Yuan JJ Wentzel 2007 Plaque rupture in the carotid artery is localized at the high shear stress region: a case report Stroke 38 2379 2381 17615365
53. A Harloff F Albrecht J Spreer AF Stalder J Bock A Frydrychowicz J Schollhorn A Hetzel M Schumacher J Hennig M Markl 2009 3d blood flow characteristics in the carotid artery bifurcation assessed by flow-sensitive 4d MRI at 3T Magn. Reson. Med. 61 65 74 19097219
54. T Hassan M Ezura EV Timofeev T Tominaga T Saito A Takahashi K Takayama T Yoshimoto 2004 Computational simulation of therapeutic parent artery occlusion to treat giant vertebrobasilar aneurysm AJNR Am. J. Neuroradiol. 25 63 68 14729530
55. T Hassan EV Timofeev M Ezura T Saito A Takahashi K Takayama T Yoshimoto 2003 Hemodynamic analysis of an adult vein of Galen aneurysm malformation by use of 3d image-based computational fluid dynamics AJNR Am. J. Neuroradiol. 24 1075 1082 12812929
56. HA Himburg SE Dowd MH Friedman 2007 Frequency-dependent response of the vascular endothelium to pulsatile shear stress Am. J. Physiol. Heart Circ. Physiol. 293 H645 H653 17322417
57. HA Himburg MH Friedman 2006 Correspondence of low mean shear and high harmonic content in the porcine iliac arteries J. Biomech. Eng. 128 852 856 17154685
58. HA Himburg DM Grzybowski AL Hazel JA LaMack XM Li MH Friedman 2004 Spatial comparison between wall shear stress measures and porcine arterial endothelial permeability Am. J. Physiol. Heart Circ. Physiol. 286 H1916 H1922 14715506
59. M Hofer G Rappitsch K Perktold W Trubel H Schima 1996 Numerical study of wall mechanics and fluid dynamics in end-to-side anastomoses and correlation to intimal hyperplasia J. Biomech. 29 1297 1308 8884475
60. Y Hoi SH Woodward M Kim DB Taulbee H Meng 2006 Validation of CFD simulations of cerebral aneurysms with implication of geometric variations J. Biomech. Eng. 128 844 851 17154684
61. MD Hope DD Purcell TA Hope C von Morze DB Vigneron MT Alley WP Dillon 2009 Complete intracranial arterial and venous blood flow evaluation with 4d flow MR imaging AJNR Am. J. Neuroradiol. 30 362 366 18653687
62. TA Hope M Markl L Wigstrom MT Alley DC Miller RJ Herfkens 2007 Comparison of flow patterns in ascending aortic aneurysms and volunteers using four-dimensional magnetic resonance velocity mapping J. Magn. Reson. Imaging 26 1471 1479 17968892
63. BA Howell T Kim A Cheer H Dwyer D Saloner TA Chuter 2007 Computational fluid dynamics within bifurcated abdominal aortic stent-grafts J. Endovasc. Ther. 14 138 143 17484528
64. http://www.itk.org. Accessed on March 22, 2009.
65. http://www.simtk.org. Accessed on March 22, 2009.
66. http://www.vmtk.org. Accessed on March 22, 2009.
67. http://www.vtk.org. Accessed on March 22, 2009.
68. JD Humphrey 2008 Vascular adaptation and mechanical homeostasis at tissue, cellular, and sub-cellular levels Cell Biochem. Biophys. 50 53 78 18209957
69. JD Humphrey CA Taylor 2008 Intracranial and abdominal aortic aneurysms: similarities, differences, and need for a new class of computational models Annu. Rev. Biomed. Eng. 10 221 246 18647115
70. T Ideker T Galitski L Hood 2001 A new approach to decoding life: systems biology Annu. Rev. Genomics Hum. Genet. 2 343 372 11701654
71. LD Jou CM Quick WL Young MT Lawton R Higashida A Martin D Saloner 2003 Computational approach to quantifying hemodynamic forces in giant cerebral aneurysms AJNR Am. J. Neuroradiol. 24 1804 1810 14561606
72. LD Jou G Wong B Dispensa MT Lawton RT Higashida WL Young D Saloner 2005 Correlation between lumenal geometry changes and hemodynamics in fusiform intracranial aneurysms AJNR Am. J. Neuroradiol. 26 2357 2363 16219845
73. R Kadirvel YH Ding D Dai H Zakaria AM Robertson MA Danielson DA Lewis HJ Cloft DF Kallmes 2007 The influence of hemodynamic forces on biomarkers in the walls of elastase-induced aneurysms in rabbits Neuroradiology 49 1041 1053 17882410
74. NM Kakalis AP Mitsos JV Byrne Y Ventikos 2008 The haemodynamics of endovascular aneurysm treatment: a computational modelling approach for estimating the influence of multiple coil deployment IEEE Trans. Med. Imaging 27 814 824 18541488
75. GS Kassab 2006 Scaling laws of vascular trees: of form and function Am. J. Physiol. Heart Circ. Physiol. 290 H894 H903 16143652
76. T Kim AY Cheer HA Dwyer 2004 A simulated dye method for flow visualization with a computational model for blood flow J. Biomech. 37 1125 1136 15212917
77. C Kleinstreuer S Hyun JR Buchanan Jr PW Longest JP Archie Jr GA Truskey 2001 Hemodynamic parameters and early intimal thickening in branching blood vessels Crit. Rev. Biomed. Eng. 29 1 64 11321642
78. C Kleinstreuer Z Li MA Farber 2007 Fluid-structure interaction analyses of stented abdominal aortic aneurysms Annu. Rev. Biomed. Eng. 9 169 204 17362195
79. R Krams JJ Wentzel JA Oomen R Vinke JC Schuurbiers PJ de Feyter PW Serruys CJ Slager 1997 Evaluation of endothelial shear stress and 3d geometry as factors determining the development of atherosclerosis and remodeling in human coronary arteries in vivo. Combining 3d reconstruction from angiography and IVUS (ANGUS) with computational fluid dynamics Arterioscler. Thromb. Vasc. Biol. 17 2061 2065 9351372
80. JP Ku CJ Elkins CA Taylor 2005 Comparison of CFD and MRI flow and velocities in an in vitro large artery bypass graft model Ann. Biomed. Eng. 33 257 269 15868717
81. JF LaDisa Jr I Guler LE Olson DA Hettrick JR Kersten DC Warltier PS Pagel 2003 Three-dimensional computational fluid dynamics modeling of alterations in coronary wall shear stress produced by stent implantation Ann. Biomed. Eng. 31 972 980 12918912
82. K Lagana R Balossino F Migliavacca G Pennati EL Bove MR de Leval G Dubini 2005 Multiscale modeling of the cardiovascular system: application to the study of pulmonary and coronary perfusions in the univentricular circulation J. Biomech. 38 1129 1141 15797594
83. JA LaMack HA Himburg XM Li MH Friedman 2005 Interaction of wall shear stress magnitude and gradient in the prediction of arterial macromolecular permeability Ann. Biomed. Eng. 33 457 464 15909651
84. SE Lee SW Lee PF Fischer HS Bassiouny F Loth 2008 Direct numerical simulation of transitional flow in a stenosed carotid bifurcation J. Biomech. 41 2551 2561 18656199
85. SW Lee L Antiga JD Spence DA Steinman 2008 Geometry of the carotid bifurcation predicts its exposure to disturbed flow Stroke 39 2341 2347 18556585
86. SW Lee L Antiga DA Steinman 2009 Correlations among indicators of disturbed flow at the normal carotid bifurcation J. Biomech. Eng. 131 061013 19449967
87. S-W Lee DS Smith F Loth PF Fischer HS Bassiouny 2007 Numerical and experimental simulation of transitional flow in a blood vessel junction Numer. Heat Transf. A-Appl. 51 1 22
88. SW Lee DA Steinman 2007 On the relative importance of rheology for image-based CFD models of the carotid bifurcation J. Biomech. Eng. 129 273 278 17408332
89. Les, A. S., S. C. Shadden, C. A. Figueroa, J. M. Park, M. M. Tedesco, R. J. Herfkens, R. L. Dalman, and C. A. Taylor. Quantification of hemodynamics in abdominal aortic aneurysms during rest and exercise using magnetic resonance imaging and computational fluid dynamics. Ann. Biomed. Eng., In press.
90. A Leuprecht K Perktold M Prosi T Berk W Trubel H Schima 2002 Numerical study of hemodynamics and wall mechanics in distal end-to-side anastomoses of bypass grafts J. Biomech. 35 225 236 11784541
91. ZH Li C Kleinstreuer 2005 Blood flow and structure interactions in a stented abdominal aortic aneurysm model Med. Eng. Phys. 27 369 382 15863346
92. R Löhner JR Cebral FE Camelli S Appanaboyina JD Baum EL Mestreau OA Soto 2008 Adaptive embedded and immersed unstructured grid techniques Comput. Meth. Appl. Mech. Eng. 197 2173 2197
93. C Lundstrom P Ljung A Persson A Ynnerman 2007 Uncertainty visualization in medical volume rendering using probabilistic animation IEEE Trans. Vis. Comput. Graph. 13 1648 1655 17968121
94. M Markl FP Chan MT Alley KL Wedding MT Draney CJ Elkins DW Parker R Wicker CA Taylor RJ Herfkens NJ Pelc 2003 Time-resolved three-dimensional phase-contrast MRI J. Magn. Reson. Imaging 17 499 506 12655592
95. AL Marsden AJ Bernstein VM Reddy SC Shadden RL Spilker FP Chan CA Taylor JA Feinstein 2009 Evaluation of a novel y-shaped extracardiac Fontan baffle using computational fluid dynamics J. Thorac. Cardiovasc. Surg. 137 394 403 19185159
96. AL Marsden JA Feinstein CA Taylor 2008 A computational framework for derivative-free optimization of cardiovascular geometries Comput. Meth. Appl. Mech. Eng. 197 1890 1905
97. AL Marsden IE Vignon-Clementel FP Chan JA Feinstein CA Taylor 2007 Effects of exercise and respiration on hemodynamic efficiency in CFD simulations of the total cavopulmonary connection Ann. Biomed. Eng. 35 250 263 17171509
98. S Meckel AF Stalder F Santini EW Radu DA Rufenacht M Markl SG Wetzel 2008 In vivo visualization and analysis of 3-d hemodynamics in cerebral aneurysms with flow-sensitized 4-d MR imaging at 3T Neuroradiology. 50 473 484 18350286
99. H Meng DD Swartz Z Wang Y Hoi J Kolega EM Metaxa MP Szymanski J Yamamoto E Sauvageau EI Levy 2006 A model system for mapping vascular responses to complex hemodynamics at arterial bifurcations in vivo Neurosurgery 59 1094 1100 17143243 discussion 1100-1
100. F Migliavacca R Balossino G Pennati G Dubini TY Hsia MR de Leval EL Bove 2006 Multiscale modelling in biofluidynamics: application to reconstructive paediatric cardiac surgery J. Biomech. 39 1010 1020 16549092
101. F Migliavacca MR de Leval G Dubini R Pietrabissa 1996 A computational pulsatile model of the bidirectional cavopulmonary anastomosis: the influence of pulmonary forward flow J. Biomech. Eng. 118 520 528 8950656
102. F Migliavacca MR de Leval G Dubini R Pietrabissa R Fumero 1999 Computational fluid dynamic simulations of cavopulmonary connections with an extracardiac lateral conduit Med. Eng. Phys. 21 187 193 10468360
103. F Migliavacca G Dubini G Pennati R Pietrabissa R Fumero T-Y Hsia MR de Leval 2000 Computational model of the fluid dynamics in systemic-to-pulmonary shunts J. Biomech. 33 549 557 10708775
104. JS Milner JA Moore BK Rutt DA Steinman 1998 Hemodynamics of human carotid artery bifurcations: computational studies with models reconstructed from magnetic resonance imaging of normal subjects J. Vasc. Surg. 28 143 156 9685141
105. CA Mistretta 2009 Undersampled radial mr acquisition and highly constrained back projection (hypr) reconstruction: potential medical imaging applications in the post-nyquist era J. Magn. Reson. Imaging 29 501 516 19243031
106. U Morbiducci R Ponzini M Grigioni A Redaelli 2007 Helical flow as fluid dynamic signature for atherogenesis risk in aortocoronary bypass. A numeric study J. Biomech. 40 519 534 16626721
107. KR Moyle L Antiga DA Steinman 2006 Inlet conditions for image-based CFD models of the carotid bifurcation: is it reasonable to assume fully developed flow? J. Biomech. Eng. 128 371 379 16706586
108. J Müller O Sahni X Li KE Jansen MS Shephard CA Taylor 2005 Anisotropic adaptive finite element method for modelling blood flow Comput. Meth. Appl. Mech. Eng. 8 295 305
109. MS Olufsen 1999 Structured tree outflow condition for blood flow in larger systemic arteries Am. J. Physiol. 276 H257 H268 9887040
110. K Pekkan B Whited K Kanter S Sharma D de Zelicourt K Sundareswaran D Frakes J Rossignac A Yoganathan 2008 Patient-specific surgical planning and hemodynamic computational fluid dynamics optimization through free-form haptic anatomy editing tool (SURGEM) Med. Biol. Eng. Comput. 46 1139 1152 18679735
111. K Perktold G Rappitsch 1995 Computer simulation of local blood flow and vessel mechanics in a compliant carotid artery bifurcation model J. Biomech. 28 845 856 7657682
112. S Prakash CR Ethier 2001 Requirements for mesh resolution in 3d computational hemodynamics J. Biomech. Eng. 123 134 144 11340874
113. M Prosi K Perktold ZH Ding MH Friedman 2004 Influence of curvature dynamics on pulsatile coronary artery flow in a realistic bifurcation model J. Biomech. 37 1767 1775 15388320
114. AG Radaelli L Augsburger JR Cebral M Ohta DA Rufenacht R Balossino G Benndorf DR Hose A Marzo R Metcalfe P Mortier F Mut P Reymond L Socci B Verhegghe AF Frangi 2008 Reproducibility of haemodynamical simulations in a subject-specific stented aneurysm model-a report on the virtual intracranial stenting challenge 2007 J. Biomech. 41 2069 2081 18582891
115. BY Rafii OJ Abilez P Benharash CK Zarins 2008 Lateral movement of endografts within the aneurysm sac is an indicator of stent-graft instability J. Endovasc. Ther. 15 335 343 18540708
116. VL Rayz L Boussel G Acevedo-Bolton AJ Martin WL Young MT Lawton R Higashida D Saloner 2008 Numerical simulations of flow in cerebral aneurysms: comparison of CFD results and in vivo MRI measurements J. Biomech. Eng. 130 051011 19045518
117. VL Rayz L Boussel MT Lawton G Acevedo-Bolton L Ge WL Young RT Higashida D Saloner 2008 Numerical modeling of the flow in intracranial aneurysms: prediction of regions prone to thrombus formation Ann. Biomed. Eng. 36 1793 1804 18787954
118. Roache, P. J. Verification and Validation in Computational Science and Engineering. Albuquerque: Hermosa Publishers, p. 446, 1998.
119. J Ryval AG Straatman DA Steinman 2004 Two-equation turbulence modeling of pulsatile flow in a stenosed tube J. Biomech. Eng. 126 625 635 15648815
120. O Sahni KE Jansen MS Shephard CA Taylor MW Beall 2008 Adaptive boundary layer meshing for viscous flow simulations Eng. Comput. 24 267 285
121. O Sahni KE Jansen CA Taylor MS Shephard 2009 Automated adaptive cardiovascular flow simulations Eng. Comput. 25 25 36
122. O Sahni J Müller KE Jansen MS Shephard CA Taylor 2006 Efficient anisotropic adaptive discretization of the cardiovascular system Comput. Meth. Appl. Mech. Eng. 195 5634 5655
123. JP Schmidt SL Delp MA Sherman CA Taylor VS Pande RB Altman 2008 The simbios national center: systems biology in motion Proc. IEEE 96 1266 1280
124. DM Sforza CM Putman JR Cebral 2009 Hemodynamics of cerebral aneurysms Annu. Rev. Fluid Mech. 41 91 107 19784385
125. SC Shadden CA Taylor 2008 Characterization of coherent structures in the cardiovascular system Ann. Biomed. Eng. 36 1152 1162 18437573
126. S Sharma S Goudy P Walker S Panchal A Ensley K Kanter V Tam D Fyfe A Yoganathan 1996 In vitro flow experiments for determination of optimal geometry of total cavopulmonary connection for surgical repair of children with functional single ventricle J. Am. Coll. Cardiol. 27 1264 1269 8609354
127. Y Shimogonya T Ishikawa Y Imai N Matsuki T Yamaguchi 2009 Can temporal fluctuation in spatial wall shear stress gradient initiate a cerebral aneurysm? A proposed novel hemodynamic index, the gradient oscillatory number (GON) J. Biomech. 42 550 554 19195658
128. M Shojima M Oshima K Takagi R Torii M Hayakawa K Katada A Morita T Kirino 2004 Magnitude and role of wall shear stress on cerebral aneurysm: computational fluid dynamic study of 20 middle cerebral artery aneurysms Stroke 35 2500 2505 15514200
129. CJ Slager JJ Wentzel FJ Gijsen A Thury AC van der Wal JA Schaar PW Serruys 2005 The role of shear stress in the destabilization of vulnerable plaques and related therapeutic implications Nat. Clin. Pract. Cardiovasc. Med. 2 456 464 16265586
130. CJ Slager JJ Wentzel JC Schuurbiers JA Oomen J Kloet R Krams C von Birgelen WJ van der Giessen PW Serruys PJ de Feyter 2000 True 3-dimensional reconstruction of coronary arteries in patients by fusion of angiography and IVUS (ANGUS) and its quantitative validation Circulation 102 511 516 10920062
131. RL Spilker JA Feinstein DW Parker VM Reddy CA Taylor 2007 Morphometry-based impedance boundary conditions for patient-specific modeling of blood flow in pulmonary arteries Ann. Biomed. Eng. 35 546 559 17294117
132. Spilker, R. L., and C. A. Taylor. Incorporating physiological measurements in image-based hemodynamic simulations. In: Fifth International Biofluids Symposium and Workshop, Pasadena, CA, 2008.
133. BN Steele MS Olufsen CA Taylor 2007 Fractal network model for simulating abdominal and lower extremity blood flow during resting and exercise conditions Comput. Meth. Biomech. Biomed. Eng. 10 39 51
134. DA Steinman 2002 Image-based computational fluid dynamics modeling in realistic arterial geometries Ann. Biomed. Eng. 30 483 497 12086000
135. DA Steinman JS Milner CJ Norley SP Lownie DW Holdsworth 2003 Image-based computational simulation of flow dynamics in a giant intracranial aneurysm AJNR Am. J. Neuroradiol. 24 559 566 12695182
136. DA Steinman CA Taylor 2005 Flow imaging and computing: large artery hemodynamics Ann. Biomed. Eng. 33 1704 1709 16389516
137. DA Steinman JB Thomas HM Ladak JS Milner BK Rutt JD Spence 2002 Reconstruction of carotid bifurcation hemodynamics and wall thickness using computational fluid dynamics and MRI Magn. Reson. Med. 47 149 159 11754454
138. PH Stone AU Coskun S Kinlay ME Clark M Sonka A Wahle OJ Ilegbusi Y Yeghiazarians JJ Popma J Orav RE Kuntz CL Feldman 2003 Effect of endothelial shear stress on the progression of coronary artery disease, vascular remodeling, and in-stent restenosis in humans: in vivo 6-month follow-up study Circulation. 108 438 444 12860915
139. PA Stonebridge CM Brophy 1991 Spiral laminar flow in arteries? Lancet 338 1360 1361 1682738
140. GR Stuhne DA Steinman 2004 Finite-element modeling of the hemodynamics of stented aneurysms J. Biomech. Eng. 126 382 387 15341176
141. J Suo DE Ferrara D Sorescu RE Guldberg WR Taylor DP Giddens 2007 Hemodynamic shear stresses in mouse aortas: implications for atherogenesis Arterioscler. Thromb. Vasc. Biol. 27 346 351 17122449
142. M Tambasco DA Steinman 2002 On assessing the quality of particle tracking through computational fluid dynamic models J. Biomech. Eng. 124 166 175 12002125
143. BT Tang CP Cheng MT Draney NM Wilson PS Tsao RJ Herfkens CA Taylor 2006 Abdominal aortic hemodynamics in young healthy adults at rest and during lower limb exercise: quantification using image-based computer modeling Am. J. Physiol. Heart Circ. Physiol. 291 H668 H676 16603687
144. D Tang C Yang S Mondal F Liu G Canton TS Hatsukami C Yuan 2008 A negative correlation between human carotid atherosclerotic plaque progression and plaque wall stress: in vivo MRI-based 2d/3d FSI models J. Biomech. 41 727 736 18191138
145. CA Taylor MT Draney 2004 Experimental and computational methods in cardiovascular fluid mechanics Annu. Rev. Fluid Mech. 36 197 231
146. CA Taylor MT Draney JP Ku D Parker BN Steele K Wang CK Zarins 1999 Predictive medicine: computational techniques in therapeutic decision-making Comput. Aided Surg. 4 231 247 10581521
147. CA Taylor TJR Hughes CK Zarins 1996 Computational investigations in vascular disease Comput. Phys. 10 224 232
148. CA Taylor TJR Hughes CK Zarins 1998 Finite element modeling of blood flow in arteries Comput. Meth. Appl. Mech. Eng. 158 155 196
149. TE Tezduyar S Sathe M Schwaab BS Conklin 2008 Arterial fluid mechanics modeling with the stabilized space-time fluid-structure interaction technique Int. J. Numer. Meth. Fluids 57 601 629
150. JB Thomas JS Milner BK Rutt DA Steinman 2003 Reproducibility of image-based computational fluid dynamics models of the human carotid bifurcation Ann. Biomed. Eng. 31 132 141 12627820
151. R Torii M Oshima T Kobayashi K Takagi TE Tezduyar 2008 Fluid-structure interaction modeling of a patient-specific cerebral aneurysm: influence of structural modeling Comput. Mech. 43 151 159
152. R Torii NB Wood N Hadjiloizou AW Dowsey AR Wright AD Hughes J Davies DP Francis J Mayet GZ Yang SA Thom XY Xu 2009 Stress phase angle depicts differences in coronary artery hemodynamics due to changes in flow and geometry after percutaneous coronary intervention Am. J. Physiol. Heart Circ. Physiol. 296 H765 H776 19151251
153. SJ Vermeersch ER Rietzschel ML De Buyzere D De Bacquer G De Backer LM Van Bortel TC Gillebert PR Verdonck P Segers 2008 Determining carotid artery pressure from scaled diameter waveforms: comparison and validation of calibration techniques in 2026 subjects Physiol. Meas. 29 1267 1280 18843161
154. IE Vignon-Clementel CA Figueroa KC Jansen CA Taylor 2006 Outflow boundary conditions for three-dimensional finite element modeling of blood flow and pressure in arteries Comput. Meth. Appl. Mech. Eng. 195 3776 3796
155. AK Wake JN Oshinski AR Tannenbaum DP Giddens 2009 Choice of in vivo versus idealized velocity boundary conditions influences physiologically relevant flow patterns in a subject-specific simulation of flow in the human carotid bifurcation J. Biomech. Eng. 131 021013 19102572
156. KC Wang RW Dutton CA Taylor 1999 Improving geometric model construction for blood flow modeling Eng. Med. Biol. 18 33 39
157. PD Weinberg C Ross Ethier 2007 Twenty-fold difference in hemodynamic wall shear stress between murine and human aortas J. Biomech. 40 1594 1598 17046000
158. E Wellnhofer L Goubergrits U Kertzscher K Affeld E Fleck 2009 Novel non-dimensional approach to comparison of wall shear stress distributions in coronary arteries of different groups of patients Atherosclerosis 202 483 490 18617176
159. JJ Wentzel FJ Gijsen JC Schuurbiers R Krams PW Serruys PJ De Feyter CJ Slager 2005 Geometry guided data averaging enables the interpretation of shear stress related plaque development in human coronary arteries J. Biomech. 38 1551 1555 15922767
160. KK Whitehead K Pekkan HD Kitajima SM Paridon AP Yoganathan MA Fogel 2007 Nonlinear power loss during exercise in single-ventricle patients after the Fontan: insights from computational fluid dynamics Circulation 116 I165 I171 17846299
161. NM Wilson FR Arko CA Taylor 2005 Predicting changes in blood flow in patient-specific operative plans for treating aortoiliac occlusive disease Comput. Aided Surg. 10 257 277 16393794
162. B Wolters MCM Rutten GWH Schurink U Kose J de Hart FN van de Vosse 2005 A patient-specific computational model of fluid-structure interaction in abdominal aortic aneurysms Med. Eng. Phys. 27 871 883 16157501
163. J Womersley 1955 Method for the calculation of velocity, rate of flow and viscous drag in arteries when the pressure gradient is known J. Physiol. 127 553 563 14368548
164. JR Womersley 1955 Oscillatory motion of a viscous liquid in a thin-walled elastic tube. I. The linear approximation for long waves Philos. Mag. 7 199 221
165. NB Wood SZ Zhao A Zambanini M Jackson W Gedroyc SA Thom AD Hughes XY Xu 2006 Curvature and tortuosity of the superficial femoral artery: a possible risk factor for peripheral arterial disease J. Appl. Physiol. 101 1412 1418 16825527
166. S Yamashita H Isoda M Hirano H Takeda S Inagawa Y Takehara MT Alley M Markl NJ Pelc H Sakahara 2007 Visualization of hemodynamics in intracranial arteries using time-resolved three-dimensional phase-contrast MRI J. Magn. Reson. Imaging 25 473 478 17279504
167. JJ Yeung HJ Kim TA Abbruzzese IE Vignon-Clementel MT Draney-Blomme KK Yeung I Perkash RJ Herfkens CA Taylor RL Dalman 2006 Aortoiliac hemodynamic and morphologic adaptation to chronic spinal cord injury J. Vasc. Surg. 44 1254 1265 17145427
168. HK Young PG Walker AA Fontaine S Panchal AE Ensley J Oshinski S Sharma B Ha CL Lucas AP Yoganathan 1995 Hemodynamics of the Fontan connection: an in-vitro study J. Biomech. Eng. 117 423 428
169. HF Younis MR Kaazempur-Mofrad RC Chan AG Isasi DP Hinton AH Chau LA Kim RD Kamm 2004 Hemodynamics and wall mechanics in human carotid bifurcation and its consequences for atherogenesis: investigation of inter-individual variation Biomech. Model. Mechanobiol. 3 17 32 15300454
170. CK Zarins CA Taylor 2009 Endovascular device design in the future: transformation from trial and error to computational design J. Endovasc. Ther. 16 I-12 21