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Review of CT image reconstruction open source toolkits

Liu Shi, Baodong Liu, Hengyong Yu, Cunfeng Wei, Long Wei, Li Zeng, Ge Wang

2020Journal of X-Ray Science and Technology26 citationsDOI

Abstract

Computed tomography (CT) has been widely applied in medical diagnosis, nondestructive evaluation, homeland security, and other science and engineering applications. Image reconstruction is one of the core CT imaging technologies. In this review paper, we systematically reviewed the currently publicly available CT image reconstruction open source toolkits in the aspects of their environments, object models, imaging geometries, and algorithms. In addition to analytic and iterative algorithms, deep learning reconstruction networks and open codes are also reviewed as the third category of reconstruction algorithms. This systematic summary of the publicly available software platforms will help facilitate CT research and development.

Topics & Concepts

Iterative reconstructionComputer scienceHomeland securityArtificial intelligenceComputed tomographySoftwareComputer visionMedical imagingRadiologyMedicineProgramming languageHistoryArchaeologyTerrorismMedical Imaging Techniques and ApplicationsAdvanced X-ray and CT ImagingRadiation Dose and Imaging
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