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Influence of contrast agent on artificial intelligence-based CT low attenuation volume percentage measurement

Wiedbrauck, Damian ; Karczewski, Maciej ; Schoenberg, Stefan O ; Fink, Christian ; Kayed, Hany

In: Acta Radiologica, 64 (2023), Nr. 6. pp. 2111-2117. ISSN 0284-1851 (Druck-Ausg.); 1600-0455 (Online-Ausg.)

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Official URL: https://doi.org/10.1177/02841851231165486
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Abstract

Background Low attenuation volume percentage (LAV%) has been identified as a quantitative imaging biomarker for emphysema with good correlation with spirometry. The influence of intravenous contrast agent on LAV% and its correlation with spirometry is not well known. Purpose To evaluate the influence of intravenous contrast agent on artificial intelligence (AI)-based LAV% in correlation with spirometric Tiffeneau-Pinelli Index (TI). Material and Methods In a retrospective study, two groups of 47 patients (mean age 68.04 ± 12.64 and 67.89 ± 11.54 years) with either non-enhanced chest computed tomography (CT) or contrast-enhanced CT were compared. Using an AI-based software, LAV% was quantified using a threshold <−950 HU. TI was calculated from spirometry and pathologic airway obstruction was considered with a TI <70. The effect of contrast agent on LAV% and the relationship between TI and LAV% was analyzed. Correlation coefficients between TI and LAV% were compared for both groups. Results Patients with non-enhanced CT had a mean LAV% of 9.07 ± 7.53. Of them, 22 patients had a TI <70% and 25 patients a TI ≥70%. Patients with contrast-enhanced CT had a mean LAV% of 6.54 ± 4.62. Of them, 20 patients had a TI <70% and 27 patients had a TI ≥70%. Contrast agent did not show a major effect on LAV% (P = 0.099) and the relationship between TI and LAV% (P = 0.88). In both groups, a significant correlation between TI and LAV% was found (ρ = −0.317 for non-enhanced CT; ρ = −0.514 for contrast-enhanced CT). Difference between correlation coefficients was insignificant. Conclusion Our findings suggest that contrast agent does not influence LAV% nor its correlation with TI.

Document type: Article
Journal or Publication Title: Acta Radiologica
Volume: 64
Number: 6
Publisher: Sage
Place of Publication: [London]
Edition: Zweitveröffentlichung
Date Deposited: 01 Jun 2023 13:59
Date: 2023
ISSN: 0284-1851 (Druck-Ausg.); 1600-0455 (Online-Ausg.)
Page Range: pp. 2111-2117
Faculties / Institutes: Medizinische Fakultät Mannheim > Institut für Klinische Radiologie
Service facilities > Uni-externe Einrichtungen
DDC-classification: 610 Medical sciences Medicine
Additional Information: Dieser Beitrag ist aufgrund einer (DFG-geförderten) Allianz bzw. Nationallizenz frei zugänglich. *** This publication is freely accessible due to an Alliance licence and a national licence (funded by the DFG, German Research Foundation) respectively.
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