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Enhanced characterization of calcified areas in intravascular ultrasound virtual histology images by quantification of the acoustic shadow: validation against computed tomography coronary angiography
Authors:Alexander Broersen  Michiel A. de Graaf  Jeroen Eggermont  Ron Wolterbeek  Pieter H. Kitslaar  Jouke Dijkstra  Jeroen J. Bax  Johan H. C. Reiber  Arthur J. Scholte
Affiliation:1.Division of Image Processing, Department of Radiology,Leiden University Medical Center,Leiden,The Netherlands;2.Department of Cardiology,Leiden University Medical Center,Leiden,The Netherlands;3.The Interuniversity Cardiology Institute of the Netherlands,Utrecht,The Netherlands;4.Department of Medical Statistics and Bioinformatics,Leiden University Medical Center,Leiden,The Netherlands;5.Medis Medical Imaging Systems bv,Leiden,The Netherlands
Abstract:
We enhance intravascular ultrasound virtual histology (VH) tissue characterization by fully automatic quantification of the acoustic shadow behind calcified plaque. VH is unable to characterize atherosclerosis located behind calcifications. In this study, the quantified acoustic shadows are considered calcified to approximate the real dense calcium (DC) plaque volume. In total, 57 patients with 108 coronary lesions were included. A novel post-processing step is applied on the VH images to quantify the acoustic shadow and enhance the VH results. The VH and enhanced VH results are compared to quantitative computed tomography angiography (QTA) plaque characterization as reference standard. The correlation of the plaque types between enhanced VH and QTA differs significantly from the correlation with unenhanced VH. For DC, the correlation improved from 0.733 to 0.818. Instead of an underestimation of DC in VH with a bias of 8.5 mm3, there was a smaller overestimation of 1.1 mm3 in the enhanced VH. Although tissue characterization within the acoustic shadow in VH is difficult, the novel algorithm improved the DC tissue characterization. This algorithm contributes to accurate assessment of calcium on VH and could be applied in clinical studies.
Keywords:
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