Mapping Aortic Hemodynamics Using 3D Cine Phase Contrast Magnetic Resonance Parallel Imaging: Evaluation of an Anisotropic Diffusion Filter

被引:5
作者
Tresoldi, D. [1 ,2 ]
Cadioli, M. [3 ]
Ponzini, R. [4 ]
Esposito, A. [5 ]
De Cobelli, F. [5 ]
Morbiducci, U. [6 ]
Rizzo, G. [1 ]
机构
[1] CNR, Inst Mol Bioimaging & Physiol, I-20133 Milan, Italy
[2] Politecn Milan, Dept Bioengn, I-20133 Milan, Italy
[3] Philips Spa, Monza, Italy
[4] CINECA, Milan, Italy
[5] Sci Inst HS Raffaele, Dept Radiol, Milan, Italy
[6] Politecn Torino, Dept Mech & Aerosp Engn, Turin, Italy
关键词
anisotropic diffusion filter; PCMRI; SENSE; aortic hemodynamics; THORACIC AORTA; FLOW; MRI; QUANTIFICATION; RECONSTRUCTION;
D O I
10.1002/mrm.24811
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PurposeTo propose and evaluate an anisotropic diffusion filter to improve visualization and analysis of the thoracic aorta local hemodynamics from phase-contrast MRI sensitivity encoding imaging. MethodsThe filter parameters were tailored to the phase-contrast MRI sensitivity encoding data, using a simple calibration procedure. The filter was applied to 20 phase-contrast MR image studies (five subjects acquired with four different sensitivity encoding reduction factors). The filter effect was estimated with respect to image quality (noise in velocity images, sigma(n)), regularity of the velocity fields (divergence; relative error in velocity magnitude, and absolute error in flow direction), aorta flow pattern visualization (streamlines, secondary flows) and flow rate quantification. Results sigma(n) decreased up to three times, divergence, error in velocity magnitude, and absolute error in flow direction decreased (by at least 313, 40, and 10%, respectively), indicating less noisy and more regular velocity fields after filtering. Streamline analysis confirmed the beneficial effect of anisotropic diffusion filter, both visually and quantitatively (streamline numbers increased by 207% in whole cardiac cycle and by 180% in systolic phase). A high correlation (r = 0.99) between the prefiltering and postfiltering aortic flow rate values was found. ConclusionThe anisotropic diffusion filter approach can be considered effective in improving the visualization and analysis of the thoracic aorta hemodynamics from phase-contrast MRI sensitivity encoding images. Magn Reson Med 71:1621-1631, 2014. (c) 2013 Wiley Periodicals, Inc.
引用
收藏
页码:1621 / 1631
页数:11
相关论文
共 42 条
[1]  
[Anonymous], ANN BIOMED ENG
[2]  
[Anonymous], J SCI COMPUT
[3]  
[Anonymous], MAGN RESON MED
[4]   An image-based modeling framework for patient-specific computational hemodynamics [J].
Antiga, Luca ;
Piccinelli, Marina ;
Botti, Lorenzo ;
Ene-Iordache, Bogdan ;
Remuzzi, Andrea ;
Steinman, David A. .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2008, 46 (11) :1097-1112
[5]   Accelerating cine phase-contrast flow measurements using k-t BLAST and k-t SENSE [J].
Baltes, C ;
Kozerke, S ;
Hansen, MS ;
Pruessmann, KP ;
Tsao, J ;
Boesiger, P .
MAGNETIC RESONANCE IN MEDICINE, 2005, 54 (06) :1430-1438
[6]   Flow Imaging: Cardiac Applications of 3D Cine Phase-Contrast MRI [J].
Ebbers T. .
Current Cardiovascular Imaging Reports, 2011, 4 (2) :127-133
[7]  
Friman O, 2010, LECT NOTES COMPUT SC, V6363, P416
[8]   Interdependencies of aortic arch secondary flow patterns, geometry, and age analysed by 4-dimensional phase contrast magnetic resonance imaging at 3 Tesla [J].
Frydrychowicz, Alex ;
Berger, Alexander ;
del Rio, Alejandro Munoz ;
Russe, Maximilian F. ;
Bock, Jelena ;
Harloff, Andreas ;
Markl, Michael .
EUROPEAN RADIOLOGY, 2012, 22 (05) :1122-1130
[9]   Four-dimensional phase contrast magnetic resonance angiography: Potential clinical applications [J].
Frydrychowicz, Alex ;
Francois, Christopher J. ;
Turski, Patrick A. .
EUROPEAN JOURNAL OF RADIOLOGY, 2011, 80 (01) :24-35
[10]   Numerical Validation of MR-Measurement-Integrated Simulation of Blood Flow in a Cerebral Aneurysm [J].
Funamoto, Kenichi ;
Suzuki, Yoshitsugu ;
Hayase, Toshiyuki ;
Kosugi, Takashi ;
Isoda, Haruo .
ANNALS OF BIOMEDICAL ENGINEERING, 2009, 37 (06) :1105-1116