Publications

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2018


Data-driven sonification of CFD aneurysm models
MacDonald DE, Natarajan T, Windeyer RC, Coppin PW, Steinman DA
Proc. 24th International Conference on Auditory Display (ICAD 2018).
Winner, best student paper award


Direct numerical simulation of laminar-turbulent transition in a non-axisymmetric stenosis model for Newtonian vs. shear-thinning non-Newtonian rheologies
Khan MO, Valen-Sendstad K, Steinman DA,
Flow Turbulence Combust 2018. Epub 2018 Apr 28.


Better than nothing: A rational approach for minimizing the impact of outflow strategy on cerebrovascular simulations
Chnafa C, Brina O, Pereira VM, Steinman DA
AJNR Am J Neuroradiol 2018 Feb;39(2):337-343. Epub 2017 Dec 21.


3D phase contrast MRI: Partial volume correction for robust blood flow quantification in small intracranial vessels
Bouillot P, Delattre BM, Brina O, Ouared R, Farhat M, Chnafa C, Steinman DA, Lovblad KO, Pereira VM
Magn Reson Med 2018 Jan;79(1):129-140. Epub 2017 Feb 28.

2017


Vessel calibre and flow splitting relationships at the internal carotid artery terminal bifurcation
Chnafa C, Bouillot P, Brino O, Delattre BMA, Vargas MI, Lovblad KO, Pereira VM, Steinman DA
Physiol Meas 2017 Nov 1;38(11):2044-2057.


Cerebral aneurysm blood flow simulations: There’s solver settings and then there’s solver settings
Khan MO, Valen-Sendstad K, Steinman DA
2017 Aug 16;61:280. Epub 2017 Jul 26.
Letter to editor


Progress toward sonifying Napoleon’s March and fluid flow simulations through binaural horizons
Coppin PW, Windeyer RC, MacDonald DE, Steinman DA
Proc. 23rd International Conference on Auditory Display (ICAD 2017).


Non-Newtonian vs. numerical rheology: Practical impact of shear-thinning on the prediction of stable and unstable flows in intracranial aneurysms
Khan MO, Valen-Sendstad K, Steinman DA
Int J Numer Methods Biomed Eng 2017 Jul;33(7):e0826. Epub 2016 Oct 1.


On the quantification and visualization of transient periodic instabilities in pulsatile flows
Khan MO, Chnafa C, Gallo D, Molinari F, Morbiducci U, Steinman DA, Valen-Sendstad K
J Biomech 2017 Feb;52:179-182. Epub 2016 Dec 31.


FAMUS II: A fast and mechanistic ultrasound simulator using an impulse response approach
Aguilar L, Wong J, Steinman DA, Cobbold RSC
IEEE Trans Ultrason Ferroelectr Freq Control 2017 Feb;64(2):362-373. Epub 2016 Nov 24.


Improved reduced-order modelling of cerebrovascular flow distribution by accounting for arterial bifurcation pressure drops
Chnafa C, Valen-Sendstad K, Brina O, Pereira VM, Steinman DA
J Biomech 2017 Jan;51:83-88. Epub 2016 Dec 9.

2016


Insights into the co-localization of magnitude-based versus direction-based indicators of disturbed shear at the carotid bifurcation
Gallo D, Steinman DA, Morbiducci U
J Biomech 2016 Aug;49:2413–2419. Epub 2016 Feb 12.


Characterization of transition to turbulence for blood in a straight pipe under steady flow conditions
Biswas D, Casey D, Crowder DC, Steinman DA, Yun YH, Loth F
J Biomech Eng 2016 Jul;138(7):071001. Epub 2016 Apr 25.


Validation of the carotid intima-media thickness variability (IMTV): Can manual segmentation be trusted as ground truth?
Meiburger KM, Molinari F, Wong J, Aguilar L, Gallo D, Steinman DA, Morbiducci U
Ultrasound Med Biol 2016 Jul;42(7):1598-1611. Epub 2016 Apr 9.


Relevance and challenges of computational fluid dynamics in the biomedical sciences
Sznitman J, Steinman DA
2016 Jul 26;49(11):2201.
Editorial introducing special issue on ECI Conference on CFD in Medicine & Biology


Atherosclerosis at arterial bifurcations: Evidence for the role of local hemodynamics and geometry
Morbiducci U, Kok AM, Kwak BR, Stone PH, Steinman DA, Wentzel JJ
Thromb Haemost 2016 Feb 29;115(3):484-492. Epub 2016 Jan 7.
Invited Review

2015


The computational fluid dynamics rupture challenge 2013 – Phase II: variability of hemodynamic simulations in two intracranial aneurysms
Berg P, Roloff C, Beuing O, Sugiyama, Aristokleous N, Anayiotos AS, Ashton N, Revell A, Bressloff NW, Brown AG, Chung BJ, Cebral JR, Copelli G, Fu W, Qiao A, Geers AJ, Hodis S, Dragomir-Daescu D, Nordahl E, Khan MO, Valen-Sendstad K, Kono K, Meng H, Xiang J, Menon PG, Albal PG, Mierka O, Münster R, Morales HG, Bonnefous O, Osman J, Goubergrits L, Pallares J, Cito S, Passalacqua A, Piskin S, Pekkan K, Ramalho S, Marques N, Sanchi S, Schumacher KR, Sturgeon J, Švihlová H, Hron J, Usera G, Mendina M, Steinman DA, Janiga G
J Biomech Eng 2015 Dec;137(12):121008. Epub 2015 Oct 16.


Narrowing the expertise gap for predicting intracranial aneurysm hemodynamics: Impact of solver numerics versus mesh and time-step resolution.
Khan MO, Valen-Sendstad K, Steinman DA
AJNR Am J Neuroradiol 2015 Jul;36(7):1310-1316. Epub 2015 Mar 5.


Estimation of inlet flow rates for image-based aneurysm CFD models: Where and how to begin?
Valen-Sendstad K, Piccinelli M, Krishnankuttyrema R, Steinman DA
Ann Biomed Eng 2015 Jun;43(6):1422-1431. Epub 2015 Feb 24.


A rational approach to defining principle axes of multidirectional wall shear stress in realistic vascular geometries, with application to the study of the influence of helical flow on wall shear stress directionality in aorta
Morbiducci U, Gallo D, Cristofanelli S, Ponzini R, Deriu MA, Rizzo G, Steinman DA
J Biomech 2015 Apr;48:899-906. Epub 2015 Feb 25.


The computational fluid dynamics rupture challenge 2013 – Phase I: Prediction of rupture status in intracranial aneurysms
Janiga G, Berg P, Sugiyama S, Kono K, Steinman DA
AJNR Am J Neuroradiol 2015 Mar;36(3):530-536. Epub 2014 Dec 11.


An insight into the mechanistic role of the common carotid artery on the hemodynamics at the carotid bifurcation
Gallo D, Steinman DA, Morbiducci U
Ann Biomed Eng 2015 Jan;43(1):68-81. Epub 2014 Sep 19.

2014


Inputs for subject-specific computational fluid dynamics simulation of blood flow in the mouse aorta
Van Doormaal M, Zhou YQ, Zhang X, Steinman DA
J Biomech Eng 2014 Oct;136:101008.


High-resolution CFD detects flow instabilities in the carotid siphon: Implications for aneurysm initiation and rupture?
Valen-Sendstad K, Piccinelli M, Steinman DA
J Biomech 2014 Sep;47(12):3210–3216. Epub 2014 Apr 29.


Mind the gap: Impact of CFD solution strategy on prediction of intracranial aneurysm hemodynamics and rupture status indicators
Valen-Sendstad K, Steinman DA
AJNR Am J Neuroradiol 2014 Mar;35(3):536-543. Epub 2013 Nov 21.
Featured in editorial commentary, Dec 2014 AJNR News Digest and “Aneurysms and the American Journal of Neuroradiology: The Next 20 Years”. Nominated for Lucien Levy Best Research Article Award.


Carotid bifurcation geometry is an independent predictor of early wall thickening at the carotid bulb
Bijari PB, Wasserman BA, Steinman DA
Stroke 2014 Feb;45(2):473-478. Epub 2013 Dec 19.

2013


Fast and mechanistic ultrasound simulation using a point source/receiver approach
Aguilar LA, Cobbold RSC, Steinman DA
IEEE Trans Ultrason Ferroelectr Freq Control 2013 Nov;60(11):2335-2346.


Impact of T2 decay on carotid artery wall thickness measurements
Qiao Y, Steinman DA, Etesami M, Martinez-Marquese A, Lakatta EG, Wasserman BA
J Magn Reson Imaging 2013 Jun;37(6):1493-1498. Epub 2012 Nov 21.


Effect of velocity profile skewing on the estimation of blood flow from maximum Doppler spectral velocity
Mynard JP, Steinman DA
Ultrasound Med Biol 2013 May;39(5):870-881. Epub 2013 Feb 27.


Errors in the estimation of wall shear stress by maximum Doppler velocity
Mynard JP, Wasserman BA, Steinman DA
Atherosclerosis 2013 Apr;227(2):259-266. Epub 2013 Jan 25.


Variability of computational fluid dynamics solutions for pressure and flow in a giant aneurysm: The ASME 2012 Summer Bioengineering Conference CFD Challenge
Steinman DA, Hoi Y, Fahy P, Morris L, Walsh MT, Aristokleous N, Anayiotos AS, Papaharilaou Y, Arzani A, Shadden SC, Berg P, Janiga G, Bols J, Segers P, Bressloff NW, Cibis M, Gijsen FH, Cito S, Pallares J, Browne LD, Costelloe JA, Lynch AG, Degroote J, Vierendeels J, Fu W, Qiao A, Hodis S, Kallmes DF, Kalsi H, Long Q, Kheyfets VO, Finol EA, Kono K, Malek AM, Lauric A, Menon PG, Pekkan K, Esmaily Moghadem M, Marsden AL, Oshima M, Katagiri K, Peiffer V, Mohamied Y, Sherwin SJ, Usera G, Mendina M, Valen-Sendstad K, Habets DF, Xiang J, Meng H, Yu Y, Karniadakis GE, Shaffer N, Loth F
J Biomech Eng 2013 Feb;135(2):021016.


High-resolution CFD detects high-frequency velocity fluctuations in bifurcation, but not sidewall, aneurysms
Valen-Sendstad K, Mardal KA, Steinman DA
J Biomech 2013 Jan;46(2):402-407. Epub 2012 Nov 20.


Comparison of carotid plaque ulcer detection using contrast-enhanced and time-of-flight MRA techniques
Etesami M, Hoi Y, Steinman DA, Gujar SK, Nidecker AE, Astor BC, Portanova A, Qiao Y, Abdalla WMA, Wasserman BA
AJNR Am J Neuroradiol 2013 Jan;34(1):177-184. Epub 2012 May 24.

2012


Automatic neck plane detection and 3D geometric characterization of aneurysmal sacs
Piccinelli M, Steinman DA, Hoi Y, Veneziani A, Antiga L
Ann Biomed Eng 2012 Oct;40(10):2188-2211. Epub 2012 Apr 25.


Helical flow in carotid bifurcation as surrogate marker of exposure to disturbed shear
Gallo D, Steinman DA, Bijari PB, Morbiducci U
J Biomech 2012 Sep 21;45(14):2398-2404. Epub 2012 Jul 30.


Improved prediction of disturbed flow via hemodynamically-inspired geometric variables
Bijari, PB, Antiga L, Gallo D, Wasserman BA, Steinman DA
J Biomech 2012 Jun;45(9):1632-1637. Epub 2012 May 1.

2011


On the shape of the common carotid artery, with implications for blood velocity profiles
Manbachi A, Hoi Y, Wasserman BA, Lakatta EG, Steinman DA
Physiol Meas 2011 Oct 27;32(12):1885-1897.
Featured article


Intracranial arterial wall imaging using 3D high isotropic-resolution black blood MRI at 3.0 T
Qiao Y, Steinman DA, Qin Q, Etesami M, Schar M, Astor BC, Wasserman BA
J Magn Reson Imaging 2011 Jul;34(1):22-30.


Computational hemodynamics and flow diverters: A teaching moment
Steinman DA
 Jun/Jul;32(6):981-983.
Guest editorial


Correlation between local hemodynamics and lesion distribution in a novel aortic regurgitation murine model of atherosclerosis
Hoi Y, Zhou YQ, Zhang X, Henkelman RM, Steinman DA
Ann Biomed Eng 2011 May;39(5): 1414-1422.


Scan-rescan reproducibility of carotid bifurcation geometry from routine contrast-enhanced MR angiography
Bijari PB, Antiga L, Wasserman BA, Steinman DA
J Magn Reson Imaging 2011 Feb; 33(2): 482-489.

2010


Effect of common carotid artery inlet length on normal carotid bifurcation hemodynamics
Hoi Y, Wasserman BA, Lakatta EG, Steinman DA
J Biomech Eng 2010 Dec; 132(12):121008.


On the synthesis of sample volumes for real-time spectral Doppler ultrasound simulation
Aguilar LA, Steinman DA, Cobbold RSC
Ultrasound Med Biol 2010 Dec;36(12):2107-2116.


Use of factor analysis to characterize arterial geometry and predict hemodynamic risk: Application to the human carotid bifurcation
Zhang Q, Steinman DA, Friedman MH
J Biomech Eng 2010 Nov;132(11):114505.


Carotid bifurcation hemodynamics in older adults: Effect of measured vs. assumed flow waveform
Hoi Y, Wasserman BA, Lakatta EG, Steinman DA
J Biomech Eng 2010 Jul;132(7):071006 


In vivo Doppler ultrasound quantification of turbulence intensity using a high-pass frequency filter method
Thorne ML, Rankin RN, Steinman DA, Holdsworth DW
Ultrasound Med Biol 2010 May;36(5):761-771.


Overestimation of cerebral aneurysm wall thickness by black blood MRI?
Antiga L, Wasserman BA, Steinman DA
 Mar;31(3):766. Letter to editor.


Characterization of volumetric flow rate waveforms at the carotid bifurcations of older adults
Hoi Y, Wasserman BA, Xie YJ, Najjar SS, Ferruci L, Lakatta EG, Gerstenblith G, Steinman DA
Physiol Meas 2010 Mar;31(3):291-302. Epub 2010 Jan 20.


Image-based modelling of blood flow and vessel wall dynamics: Applications, methods and future directions
Taylor CA, Steinman DA
Ann Biomed Eng 2010 Mar;38(3):1188-1203.
Invited position paper from Fifth International Biofluid Mechanics Symposium, Caltech, March 2008

2009


A framework for geometric analysis of vascular structures: applications to cerebral aneurysms
Piccinelli M, Veneziani A, Steinman DA, Remuzzi A, Antiga L
IEEE Trans Med Imaging 2009 Aug; 28(8): 1141-1155.
Invited for a special section on imaging and the virtual physiological human


Correlations among indicators of disturbed flow at the normal carotid bifurcation
Lee SW, Antiga L, Steinman DA
J Biomech Eng 2009 Jun;131(6):061013.


Rethinking turbulence in blood
Antiga L, Steinman DA
Biorheology 2009; 46(2): 77-81.


An objective approach to digital removal of saccular aneurysms: Technique and applications
Ford MD, Hoi Y, Piccinelli M, Antiga L, Steinman DA
Br J Radiol 2009 Jan; 82: S55-61.
Invited for special issue on computational fluid dynamics


In vitro Doppler ultrasound investigation of turbulence intensity in pulsatile flow with simulated cardiac variability
Thorne ML, Poepping TL, Nikolov HN, Rankin RN, Steinman DA, Holdsworth DW
Ultrasound Med Biol 2009 Jan;35(1):120-128.

2008


On the overestimation of early wall thickening at the carotid bulb by black blood MRI, with implications for coronary and vulnerable plaque imaging
Antiga L, Wasserman BA, Steinman DA
Magn Reson Med 2008 Nov;60(5):1020-1028.


An image-based modeling framework for high-throughput computational hemodynamics
Antiga L, Piccinelli M, Botti L, Ene-Iordache B, Remuzzi A, Steinman DA
Med Biol Eng Comput 2008 Nov; 46(11): 1097-112. Epub 2008 Nov 11


Is flow in the common carotid artery fully developed?
Ford MD, Xie YJ, Wasserman BA, Steinman DA
Physiol Meas 2008 Nov;29(11):1335-1349.
Featured on journal’s “Highlights of 2008”


Geometry of the carotid bifurcation predicts its exposure to disturbed flow
Lee SW, Antiga L, Spence JD, Steinman DA
Stroke 2008 Aug;39(8):2341-2347.
Featured on cover 


Use of an ultrasound blood-mimicking fluid for Doppler investigations of turbulence in vitro
Thorne ML, Poepping TL, Rankin RN, Steinman DA, Holdsworth DW
Ultrasound Med Biol 2008 Jul;34(7):1163-1173.


PIV-measured vs. CFD-predicted flow dynamics in anatomically-realistic cerebral aneurysm models
Ford MD, Nikolov HN, Milner JS, Lownie SP, DeMont EM, Kalata W, Loth F, Holdsworth DW, Steinman DA
J Biomech Eng 2008 Apr;130(2):021015.


On the effect of parent-aneurysm angle on flow patterns in basilar tip aneurysms: Towards a surrogate geometric marker of intra-aneurismal hemodynamics
Ford MD, Lee SW, Lownie SP, Holdsworth DW, Steinman DA
J Biomech 2008 Feb;41(2):241-248.

2007


On the relative importance of rheology for image-based CFD models of the carotid bifurcation
Lee SW, Steinman DA
J Biomech Eng 2007 Apr;129(2):273-278.


The art and science of visualizing blood flow dynamics
Hangan Steinman DA, Steinman DA
Leonardo 2007 Feb;40(1):71-76.


Hemodynamics in the mouse aortic arch as assessed by MRI, ultrasound and numerical modeling
Feintuch A, Ruengsakulrach P, Lin A, Zhang J, Zhou YQ, Bishop J, Davidson L, Courtman D, Foster FS, Steinman DA, Henkelman RM, Ethier CR
Am J Physiol Heart Circ Physiol 2007 Feb;292(2):H884-H892.