Evaluation of low-dose upper extremity CTA with artificial intelligence iterative reconstruction for hemodialysis arteriovenous fistula/graft: Image quality and diagnostic value of stenosis detection
Author Block: B. Shou1, J. Li2, Y. Zou2, W. Zhang1, G. Zhang2, X. Hu1, F. Jiang1, H. Hu1; 1Hangzhou, Zhejiang/CN, 2Shanghai/CN
Purpose: To assess the image quality and diagnostic value of artificial intelligence iterative reconstruction (AIIR) in low-dose upper extremity CT angiography for hemodialysis arteriovenous fistula or graft (AVF/G).
Methods or Background: A total of 56 patients with suspected or known AVF/G dysfunction were prospectively enrolled and were randomly divided into two groups: routine-dose group (RD-group, n=28) and low-dose group (LD-group, n=28). RD-group employed a routine CTA protocol (tube voltage: 100kVp; contrast dosage: 1.0ml/kg) with hybrid iterative reconstruction, while LD-group used the low-dose protocol (tube voltage: 80kVp; contrast dosage: 0.6ml/kg) with AIIR. Two radiologists independently scored the overall image quality using a 4-point scale (1=poor; 4=excellent). Area under the curve (AUC), accuracy, sensitivity, and specificity of two groups for detecting significant (>50%) stenosis were calculated on a pre-segment basis, using digital subtraction angiography (DSA) as the reference standard. Signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) in fistula were also analyzed.
Results or Findings: No significant differences in demographics characteristic were observed between the two groups (all p>0.05). The radiation dose and contrast dosage in LD-group were reduced by 53% (224.56mGyxcm vs. 479.24mGyxcm) and 42% (36mL vs. 63mL), respectively, compared to the RD-group. The mean subjective scores between the RD-group and LD-group showed no significant difference (3.86±0.36 vs. 3.68±0.48, p=0.12). The AUC, accuracy, sensitivity, and specificity were 0.91, 90% (47/52 segments), 92%, and 99% for RD-group and were 0.94, 90% (47/52 segments), 100%, and 98% on a pre-segment basis for LD-group. In fistula, SNR and CNR of LD-group were 130% and 140% higher than those of RD-group, respectively (both p<0.001).
Conclusion: Low-dose CTA with AIIR provides superior image quality and maintains high accuracy for detecting stenosis in AVF/G, while significantly reducing radiation dose and contrast dosage.
Limitations: N/A
Funding for this study: N/A
Has your study been approved by an ethics committee? Yes
Ethics committee - additional information: This study was approved by the local ethics Committee at the University Hospital.