Image quality assessment of artificial intelligence iterative reconstruction for low dose aortic CTA: A feasibility study of 70 kVp and reduced contrast medium volume
•AIIR combines iterative reconstruction and deep learning techniques for image quality improvement.•AIIR images are superior to the HIR images objectively and subjectively at low dose aortic CTA. To investigate the image quality and feasibility of a novel artificial intelligence iterative reconstruc...
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Veröffentlicht in: | European journal of radiology 2022-04, Vol.149, p.110221-110221, Article 110221 |
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Zusammenfassung: | •AIIR combines iterative reconstruction and deep learning techniques for image quality improvement.•AIIR images are superior to the HIR images objectively and subjectively at low dose aortic CTA.
To investigate the image quality and feasibility of a novel artificial intelligence iterative reconstruction (AIIR) algorithm for aortic computer tomography angiography (CTA) with a low radiation dose and contrast material (CM) dosage protocol in comparison with hybrid iterative reconstruction (HIR) algorithm for standard-of-care aortic CTA.
Fifty consecutive patients (mean age 58 ± 14 years, mean BMI 24.5 ± 4.7 kg/m2) with aortic diseases were prospectively enrolled. All patients underwent at least twice follow-up aortic CTA examinations. Standard dose CT (SDCT) was applied in the initial follow-up examination (100 kVp, auto mAs, contrast dose 0.8 mgL/kg), images were reconstructed with HIR (SDCT-HIR). In the second follow-up examination, patients underwent scanning with low dose CT (LDCT) (70 kVp, auto mAs, contrast dose 0.5 mgL/kg), images were reconstructed with HIR (LDCT-HIR) as well as AIIR (LDCT-AIIR). Attenuation values, noise, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were measured for objective analysis. Subjective image quality was rated by two blinded radiologists using a 5-point scale. The effective radiation dose and CM dosage were also recorded.
The effective radiation dose (1.58 ± 0.17 mSv vs. 9.96 ± 1.05 mSv, P 0.05).
Compared to standard-of-care aortic CTA with HIR, the application of the AIIR algorithm allows for radiation dose and CM dosage reduction while preserving image quality on low dose aortic CTA. |
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ISSN: | 0720-048X 1872-7727 |
DOI: | 10.1016/j.ejrad.2022.110221 |