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Volume: 65 | Article ID: jist1054
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Image Quality Assessment of Low-Dose CT using Hybrid Iterative Reconstruction
  DOI :  10.2352/J.ImagingSci.Technol.2021.65.6.060501  Published OnlineNovember 2021
Abstract
Abstract

Background: X-ray computed tomography is the first imaging technology that supports accurate nondestructive interior image reconstruction of an object from sufficient projection data. Low-dose computed tomography (LDCT) has been considered to relieve the harm to patients caused by X-ray radiation. However, LDCT images can be degraded by quantum noise and streak artifacts.

Methods: The objective of the authors’ study is to evaluate the optimal level of the hybrid iterative reconstruction (HIR) that generates images with the best diagnostic quality on different dose and noise levels. HIR with optimizations is proposed to reduce image noise and provide better performance at a low dose. The Catphan®504 phantom is employed to assess various image qualities (IQ).

Results: For any given scanning protocols, there is linear noise reduction and linear increase of contrast-to-noise ratio (CNR) using optimal HIR. The evidence from various module tests demonstrates that the shape of the noise power spectrum is continuously shifted to low frequency with increasing HIR levels compared with that of filtered-back-projection (FBP). This may describe the difference between the human observer performance and features of the ideal low-contrast objects.

Conclusion: Optimal HIR is clearly demonstrated to be a superior method for reducing image noise and improving CNR compared to FBP. Optimal HIR also inhibits texture change or spectrum shift compared with the pure IR method. Even though there are continuous noise reduction and CNR increase with HIR at increasing levels, the human observer performance does not seem to improve simultaneously due to coarser noise (low-frequency noise). HIR level 3 to 5 is optimal for their study. It is possible for the optimal HIR to offer equivalent diagnostic IQ at a lower dose compared with FBP at a routine dose.

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  Cite this article 

Qiao Zhang, Jinhua Sheng, Bin Chen, "Image Quality Assessment of Low-Dose CT using Hybrid Iterative Reconstructionin Journal of Imaging Science and Technology,  2021,  pp 060501-1 - 060501-11,  https://doi.org/10.2352/J.ImagingSci.Technol.2021.65.6.060501

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Copyright © Society for Imaging Science and Technology 2021
  Article timeline 
  • received December 2020
  • accepted June 2021
  • PublishedNovember 2021

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