AI Article Synopsis

  • The study aimed to evaluate a new imaging technique (ASIR-V) for its effectiveness in reducing image noise, improving spatial resolution, and enhancing lesion detectability while potentially lowering radiation doses.
  • Tests were conducted using phantoms that simulated different body sizes and low-contrast lesions, comparing the performance of the ASIR-V technique with traditional filtered back projection (FBP). Results showed significant image noise reduction and improved detection of lesions with ASIR-V.
  • ASIR-V demonstrated an average noise reduction of 37.3% to 71.5%, with better or comparable spatial resolution, and the potential to reduce radiation doses by approximately 15% to 31% while maintaining low-contrast visibility.

Article Abstract

Objective: The purpose of this study was to assess image noise, spatial resolution, lesion detectability, and the dose reduction potential of a proprietary third-generation adaptive statistical iterative reconstruction (ASIR-V) technique.

Materials And Methods: A phantom representing five different body sizes (12-37 cm) and a contrast-detail phantom containing lesions of five low-contrast levels (5-20 HU) and three sizes (2-6 mm) were deployed. Both phantoms were scanned on a 256-MDCT scanner at six different radiation doses (1.25-10 mGy). Images were reconstructed with filtered back projection (FBP), ASIR-V with 50% blending with FBP (ASIR-V 50%), and ASIR-V without blending (ASIR-V 100%). In the first phantom, noise properties were assessed by noise power spectrum analysis. Spatial resolution properties were measured by use of task transfer functions for objects of different contrasts. Noise magnitude, noise texture, and resolution were compared between the three groups. In the second phantom, low-contrast detectability was assessed by nine human readers independently for each condition. The dose reduction potential of ASIR-V was estimated on the basis of a generalized linear statistical regression model.

Results: On average, image noise was reduced 37.3% with ASIR-V 50% and 71.5% with ASIR-V 100% compared with FBP. ASIR-V shifted the noise power spectrum toward lower frequencies compared with FBP. The spatial resolution of ASIR-V was equivalent or slightly superior to that of FBP, except for the low-contrast object, which had lower resolution. Lesion detection significantly increased with both ASIR-V levels (p = 0.001), with an estimated radiation dose reduction potential of 15% ± 5% (SD) for ASIR-V 50% and 31% ± 9% for ASIR-V 100%.

Conclusion: ASIR-V reduced image noise and improved lesion detection compared with FBP and had potential for radiation dose reduction while preserving low-contrast detectability.

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Source
http://dx.doi.org/10.2214/AJR.17.19102DOI Listing

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