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A Special Collection of Papers from the 25th European Symposium on Ultrasound Contrast Imaging
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- Review Article
Contrast-Enhanced Ultrasound Quantification: From Kinetic Modeling to Machine Learning
Ultrasound in Medicine and BiologyVol. 46Issue 3p518–543Published online: January 13, 2020- Simona Turco
- Peter Frinking
- Rogier Wildeboer
- Marcel Arditi
- Hessel Wijkstra
- Jonathan R. Lindner
- and others
Cited in Scopus: 24Ultrasound contrast agents (UCAs) have opened up immense diagnostic possibilities by combined use of indicator dilution principles and dynamic contrast-enhanced ultrasound (DCE-US) imaging. UCAs are microbubbles encapsulated in a biocompatible shell. With a rheology comparable to that of red blood cells, UCAs provide an intravascular indicator for functional imaging of the (micro)vasculature by quantitative DCE-US. Several models of the UCA intravascular kinetics have been proposed to provide functional quantitative maps, aiding diagnosis of different pathological conditions.