A phantom-based JAFROC observer study of two CT reconstruction methods : the search for optimisation of lesion detection and effective dose

Mello-Thoms, CR, Kupinski, MA, Thompson, JD ORCID: https://orcid.org/0000-0002-4786-7379, Chakraborty, DP, Szczepura, K ORCID: https://orcid.org/0000-0002-2566-3308, Vamvakas, I, Tootell, A ORCID: https://orcid.org/0000-0002-8567-8659, Manning, DJ and Hogg, P ORCID: https://orcid.org/0000-0002-6506-0827 2015, 'A phantom-based JAFROC observer study of two CT reconstruction methods : the search for optimisation of lesion detection and effective dose' , Proceedings of SPIE, 9416 , 94160B.

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Abstract

Purpose: To investigate the dose saving potential of iterative reconstruction (IR) in a computed tomography (CT) examination of the thorax.
Materials and Methods: An anthropomorphic chest phantom containing various configurations of simulated lesions (5, 8, 10 and 12mm; +100, -630 and -800 Hounsfield Units, HU) was imaged on a modern CT system over a tube current range (20, 40, 60 and 80mA). Images were reconstructed with (IR) and filtered back projection (FBP). An ATOM 701D (CIRS, Norfolk, VA) dosimetry phantom was used to measure organ dose. Effective dose was calculated. Eleven observers (15.11±8.75 years of experience) completed a free response study, localizing lesions in 544 single CT image slices. A modified jackknife alternative free-response receiver operating characteristic (JAFROC) analysis was completed to look for a significant effect of two factors: reconstruction method and tube current. Alpha was set at 0.05 to control the Type I error in this study.
Results: For modified JAFROC analysis of reconstruction method there was no statistically significant difference in lesion detection performance between FBP and IR when figures-of-merit were averaged over tube current (F(1,10)=0.08, p = 0.789). For tube current analysis, significant differences were revealed between multiple pairs of tube current settings (F(3,10) = 16.96, p<0.001) when averaged over image reconstruction method.
Conclusion: The free-response study suggests that lesion detection can be optimized at 40mA in this phantom model, a measured effective dose of 0.97mSv. In high-contrast regions the diagnostic value of IR, compared to FBP, is less clear.

Item Type:	Article
Schools:	Schools > School of Health Sciences
Journal or Publication Title:	Proceedings of SPIE
Publisher:	The International Society for Optical Engineering
ISSN:	0277-786X
Depositing User:	RL Shaw
Date Deposited:	02 Nov 2016 12:52
Last Modified:	27 Aug 2021 20:33
URI:	https://usir.salford.ac.uk/id/eprint/40553

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