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Erschienen in: Journal of Digital Imaging 2/2015

01.04.2015

Classification of Hypervascular Liver Lesions Based on Hepatic Artery and Portal Vein Blood Supply Coefficients Calculated from Triphasic CT Scans

verfasst von: F. Edward Boas, Aya Kamaya, Bao Do, Terry S. Desser, Christopher F. Beaulieu, Shreyas S. Vasanawala, Gloria L. Hwang, Daniel Y. Sze

Erschienen in: Journal of Imaging Informatics in Medicine | Ausgabe 2/2015

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Abstract

Perfusion CT of the liver typically involves scanning the liver at least 20 times, resulting in a large radiation dose. We developed and validated a simplified model of tumor blood supply that can be applied to standard triphasic scans and evaluated whether this can be used to distinguish benign and malignant liver lesions. Triphasic CTs of 46 malignant and 32 benign liver lesions were analyzed. For each phase, regions of interest were drawn in the arterially enhancing portion of each lesion, as well as the background liver, aorta, and portal vein. Hepatic artery and portal vein blood supply coefficients for each lesion were then calculated by expressing the enhancement curve of the lesion as a linear combination of the enhancement curves of the aorta and portal vein. Hepatocellular carcinoma (HCC) and hypervascular metastases, on average, both had increased hepatic artery coefficients compared to the background liver. Compared to HCC, benign lesions, on average, had either a greater hepatic artery coefficient (hemangioma) or a greater portal vein coefficient (focal nodular hyperplasia or transient hepatic attenuation difference). Hypervascularity with washout is a key diagnostic criterion for HCC, but it had a sensitivity of 72 % and specificity of 81 % for diagnosing malignancy in our diverse set of liver lesions. The sensitivity for malignancy was increased to 89 % by including enhancing lesions that were hypodense on all phases. The specificity for malignancy was increased to 97 % (p = 0.039) by also examining hepatic artery and portal vein blood supply coefficients, while maintaining a sensitivity of 76 %.
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Metadaten
Titel
Classification of Hypervascular Liver Lesions Based on Hepatic Artery and Portal Vein Blood Supply Coefficients Calculated from Triphasic CT Scans
verfasst von
F. Edward Boas
Aya Kamaya
Bao Do
Terry S. Desser
Christopher F. Beaulieu
Shreyas S. Vasanawala
Gloria L. Hwang
Daniel Y. Sze
Publikationsdatum
01.04.2015
Verlag
Springer US
Erschienen in
Journal of Imaging Informatics in Medicine / Ausgabe 2/2015
Print ISSN: 2948-2925
Elektronische ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-014-9725-9

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