Compensation of in-plane rigid motion for in vivo intracoronary ultrasound image sequence

Intracoronary ultrasound (ICUS) is an interventional imaging modality that is used to acquire a series of tomographic images from the vascular lumen, for diagnosis and treatment of coronary artery diseases in clinical settings. Motion artifacts caused by cardiac dynamics and the pulsatile blood flow within the vascular lumen, during continuous pullback (non-gated) ICUS image acquisition, hinder visualization of longitudinal cuts, assessment of arterial morphology and hemodynamics, and three-dimensional (3-D) vessel reconstruction. The aim of this study is to develop a method to compensate for in-plane rigid motion in non-gated in vivo ICUS sequences. The signals associated with cardiac motion are first detected from the gray-scale image sequence. They are represented with rigid motion parameters between luminal contours extracted from successive slices. Subsequently, the signals were filtered to separate the dynamic components caused by cardiac motion from those caused by the irregular morphology of the vascular lumen. Dynamic components were then compensated by performing a back transformation of related pixels within the vessel region in each frame. The method is validated by computer-simulation and using real ICUS image data. Possible sources of error are discussed based on the experimental results.

[1]  Patrick W Serruys,et al.  Retrospective image‐based gating of intracoronary ultrasound images for improved quantitative analysis: The intelligate method , 2004, Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions.

[2]  F. Mastik,et al.  Improving IVUS palpography by incorporation of motion compensation based on block matching and optical flow , 2008, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[3]  Zheng Sun,et al.  A Parallel Method for Segmenting Intravascular Ultrasound Image Sequence , 2011 .

[4]  Petia Radeva,et al.  Automatic Bifurcation Detection in Coronary IVUS Sequences , 2012, IEEE Transactions on Biomedical Engineering.

[5]  Petia Radeva,et al.  Robust Image-Based IVUS Pullbacks Gating , 2008, MICCAI.

[6]  Ioannis A. Kakadiaris,et al.  Image-Based Gating of Intravascular Ultrasound Pullback Sequences , 2008, IEEE Transactions on Information Technology in Biomedicine.

[7]  G. Holzapfel,et al.  A structural model for the viscoelastic behavior of arterial walls: Continuum formulation and finite element analysis , 2002 .

[8]  Morton H. Friedman,et al.  Retrieval of cardiac phase from IVUS sequences , 2003, SPIE Medical Imaging.

[9]  Akira Tanaka,et al.  Tissue velocity imaging of coronary artery by rotating-type intravascular ultrasound. , 2004, Ultrasonics.

[10]  Aaron Fenster,et al.  Image-based cardiac gating for three-dimensional intravascular ultrasound imaging. , 2005, Ultrasound in medicine & biology.

[11]  C von Birgelen,et al.  ECG-gated versus nongated three-dimensional intracoronary ultrasound analysis: implications for volumetric measurements. , 1998, Catheterization and cardiovascular diagnosis.

[12]  Steven E. Nissen,et al.  IVUS Made Easy , 2005 .

[13]  R. Gibbons,et al.  The year in cardiac imaging. , 2013, Journal of the American College of Cardiology.

[14]  D. Rotger,et al.  Image-based ECG sampling of IVUS sequences , 2008, 2008 IEEE Ultrasonics Symposium.

[15]  A.F.W. van der Steen,et al.  P3A-5 Two Methods for Catheter Motion Correction in IVUS Palpography , 2007, 2007 IEEE Ultrasonics Symposium Proceedings.

[16]  Petia Radeva,et al.  Approaching Artery Rigid Dynamics in IVUS , 2009, IEEE Transactions on Medical Imaging.

[17]  Ralph A.H. Stewart,et al.  Assessment of the mechanical properties of coronary arteries using intravascular ultrasound: an in vivo study , 1999, The International Journal of Cardiac Imaging.

[18]  Frits Mastik,et al.  Accuracy in Prediction of Catheter Rotation in IVUS With Feature-Based Optical Flow—A Phantom Study , 2008, IEEE Transactions on Information Technology in Biomedicine.

[19]  Takashi Yoneyama,et al.  Cardiac phase detection in intravascular ultrasound images , 2008, SPIE Medical Imaging.

[20]  Yan Qi,et al.  An off-line gating method for suppressing motion artifacts in ICUSsequence , 2010, Comput. Biol. Medicine.

[21]  V. Bhargava,et al.  Axial movement of the intravascular ultrasound probe during the cardiac cycle: implications for three-dimensional reconstruction and measurements of coronary dimensions. , 1999, American heart journal.

[22]  J. Barajas,et al.  Cardiac Phase Extraction in IVUS Sequences using 1-D Gabor Filters , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[23]  Petia Radeva,et al.  Automatic Detection of Bioabsorbable Coronary Stents in IVUS Images Using a Cascade of Classifiers , 2010, IEEE Transactions on Information Technology in Biomedicine.

[24]  J. Garcia-Barnes,et al.  Image-based cardiac phase retrieval in intravascular ultrasound sequences , 2011, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[25]  C J Slager,et al.  Morphometric analysis in three-dimensional intracoronary ultrasound: an in vitro and in vivo study performed with a novel system for the contour detection of lumen and plaque. , 1996, American heart journal.

[26]  F. Foster,et al.  Tissue equivalent vessel phantoms for intravascular ultrasound. , 1997, Ultrasound in medicine & biology.

[27]  Petia Radeva,et al.  Modelling of image-catheter motion for 3-D IVUS , 2009, Medical Image Anal..

[28]  Petia Radeva,et al.  Suppression of IVUS Image Rotation. A Kinematic Approach , 2005, FIMH.

[29]  M. O’Donnell,et al.  Motion artifact reduction for IVUS-based thermal strain imaging , 2005, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[30]  I. Cruz-González,et al.  Intravascular Detection of the Vulnerable Plaque , 2011, Circulation. Cardiovascular imaging.

[31]  Frits Mastik,et al.  Motion compensation for intravascular ultrasound palpography , 2006, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[32]  Aaron Fenster,et al.  A Pulsating Coronary Vessel Phantom for Two- and Three-Dimensional Intravascular Ultrasound Studies , 2001, MICCAI.