Performance evaluation of two iterative reconstruction algorithms, MBIR and ASIR, in low radiation dose and low contrast dose abdominal CT in children

Radiol Med. 2020 Oct;125(10):918-925. doi: 10.1007/s11547-020-01191-1. Epub 2020 Apr 21.

Abstract

Background: The adverse effect of low-dose CT on image quality may be mitigated using iterative reconstructions. The purpose of this study was to evaluate the performance of the full model-based iterative reconstruction (MBIR) and adaptive statistical reconstruction (ASIR) algorithms in low radiation dose and low contrast dose abdominal contrast-enhanced CT (CECT) in children.

Methods: A total of 59 children (32 males and 27 females) undergoing low radiation dose (100kVp) and low contrast dose (270 mgI/ml) abdominal CECT were enrolled. The median age was 4.0 years (ranging from 0.3 to 13 years). The raw data were reconstructed with MBIR, ASIR and filtered back-projection (FBP) algorithms into 6 groups (MBIR, 100%ASIR, 80%ASIR, 60%ASIR, 40%ASIR and FBP). The CT numbers, standard deviations, signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) of liver, pancreas, kidney and abdominal aorta were measured. Two radiologists independently evaluated the subjective image quality including the overall image noise and structure display ability on a 4-point scale with 3 being clinically acceptable. The measurements among the reconstruction groups were compared using one-way ANOVA.

Results: The overall image noise score and display ability were 4.00 ± 0.00 and 4.00 ± 0.00 with MBIR and 3.27 ± 0.33 and 3.25 ± 0.43 with ASIR100%, respectively, which met the diagnostic requirement; other reconstructions couldn't meet the diagnostic requirements. Compared with FBP images, the noise of MBIR images was reduced by 62.86-65.73% for the respective organs (F = 48.15-80.47, P < 0.05), and CNR increased by 151.38-170.69% (F = 22.94-38.02, P < 0.05).

Conclusions: MBIR or ASIR100% improves the image quality of low radiation dose and contrast dose abdominal CT in children to meet the diagnostic requirements, and MBIR has the best performance.

Keywords: Abdomen; Children; Computed tomography; Image processing; Low-concentration contrast agent.

MeSH terms

  • Abdomen / diagnostic imaging*
  • Adolescent
  • Algorithms*
  • Analysis of Variance
  • Aorta, Abdominal / diagnostic imaging
  • Child
  • Child, Preschool
  • Contrast Media / administration & dosage*
  • Female
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Infant
  • Kidney / diagnostic imaging
  • Liver / diagnostic imaging
  • Male
  • Pancreas / diagnostic imaging
  • Radiation Dosage
  • Retrospective Studies
  • Signal-To-Noise Ratio
  • Tomography, X-Ray Computed / methods*
  • Tomography, X-Ray Computed / statistics & numerical data
  • Triiodobenzoic Acids / administration & dosage

Substances

  • Contrast Media
  • Triiodobenzoic Acids
  • iodixanol