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Advanced Tissue Characterization and Texture Analysis Using Dual-Energy Computed Tomography

Authors :
Behzad Forghani
Reza Forghani
Ashok Srinivasan
Source :
Neuroimaging Clinics of North America. 27:533-546
Publication Year :
2017
Publisher :
Elsevier BV, 2017.

Abstract

In the last article of this issue, advanced analysis capabilities of DECT is reviewed, including spectral Hounsfield unit attenuation curves, virtual monochromatic images, material decomposition maps, tissue effective Z determination, and other advanced post-processing DECT tools, followed by different methods of analysis of the attenuation curves generated using DECT. The article concludes with exciting future horizons and potential applications, such as the use of the rich quantitative data in dual energy CT scans for texture or radiomic analysis and the use of machine learning methods for generation of prediction models using spectral data.

Details

ISSN :
10525149
Volume :
27
Database :
OpenAIRE
Journal :
Neuroimaging Clinics of North America
Accession number :
edsair.doi...........c5007b56e94ac3ecbf9693a0a83ef991
Full Text :
https://doi.org/10.1016/j.nic.2017.04.007