2021
DOI: 10.3389/fcvm.2021.716822
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Advances in CT Techniques in Vascular Calcification

Abstract: Vascular calcification, a common pathological phenomenon in atherosclerosis, diabetes, hypertension, and other diseases, increases the incidence and mortality of cardiovascular diseases. Therefore, the prevention and detection of vascular calcification play an important role. At present, various techniques have been applied to the analysis of vascular calcification, but clinical examination mainly depends on non-invasive and invasive imaging methods to detect and quantify. Computed tomography (CT), as a common… Show more

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Cited by 14 publications
(13 citation statements)
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References 110 publications
(131 reference statements)
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“…With the emergence of multitarget tracking and optimization, the selection of two parts of the image cannot meet the needs of identifying information. Multiple thresholds are used to segment the image into multiple targets, which is conducive to the calculation of segmentation and reducing the complexity [18][19][20]. Among diverse image segmentation algorithms, the particle swarm optimization (PSO) algorithm is preferred due to its simplicity, having multiple thresholds, and being widely utilized for image segmentation in recent years.…”
Section: Introductionmentioning
confidence: 99%
“…With the emergence of multitarget tracking and optimization, the selection of two parts of the image cannot meet the needs of identifying information. Multiple thresholds are used to segment the image into multiple targets, which is conducive to the calculation of segmentation and reducing the complexity [18][19][20]. Among diverse image segmentation algorithms, the particle swarm optimization (PSO) algorithm is preferred due to its simplicity, having multiple thresholds, and being widely utilized for image segmentation in recent years.…”
Section: Introductionmentioning
confidence: 99%
“…85 Moreover, the use of multiple virtual monoenergetic images can reduce blooming artifacts caused by highly dense calcification. 86…”
Section: Pcct and Dectmentioning
confidence: 99%
“…85 Moreover, the use of multiple virtual monoenergetic images can reduce blooming artifacts caused by highly dense calcification. 86 From this perspective, PCCT holds great promise because the intrinsic capability of counting and classifying photon energies allows spectral imaging associated with much higher spatial and contrast resolution altogether. Moreover, current clinical PCCT technologies are embedded into cardiac-designed CT scanners, which means dual-source CT scanners with much higher temporal resolution (ie, 66-millisecond effective temporal resolution in hardware) compared with single-source CT scanners (ie, 120-125 milliseconds at best in hardware).…”
Section: Pcct and Dectmentioning
confidence: 99%
“…So far, the main non-invasive imaging approaches for patients include ultrasound, X-ray, CT, and magnetic resonance imaging (MRI), having different uses [16][17][18]. Of interest, vascular calcification, a hallmark of atherosclerosis, can be detected by CT, and lipid-rich necrotic core and hemorrhage can be additionally captured by MRI with high sensitivity [19,20]. However, these conventional imaging approaches are limited to the identification of advanced plaques.…”
Section: Introductionmentioning
confidence: 99%