Publication:
Utility of intermediate-delay washout CT images for differentiation of malignant and benign adrenal lesions: a multivariate analysis

dc.contributor.coauthorNg, Chaan S.
dc.contributor.coauthorWei, Wei
dc.contributor.coauthorLi, Xiao
dc.contributor.coauthorGhosh, Payel
dc.contributor.coauthorPerrier, Nancy A.
dc.contributor.coauthorGrubbs, Elizabeth
dc.contributor.coauthorPrieto, Victor G.
dc.contributor.coauthorLee, Jeffrey E.
dc.contributor.coauthorHobbs, Brian P.
dc.contributor.kuauthorAltınmakas, Emre
dc.contributor.kuprofileOther
dc.contributor.schoolcollegeinstituteSchool of Medicine
dc.contributor.yokid143682
dc.date.accessioned2024-11-09T23:10:01Z
dc.date.issued2018
dc.description.abstractObjective: The objective of this study was to identify features that impact the diagnostic performance of intermediate-delay washout CT for distinguishing malignant from benign adrenal lesions. Materials and Methods: This retrospective study evaluated 127 pathologically proven adrenal lesions (82 malignant, 45 benign) in 126 patients who had undergone portal venous phase and intermediate-delay washout CT (1-3 minutes after portal venous phase) with or without unenhanced images. Unenhanced images were available for 103 lesions. Quantitatively, lesion CT attenuation on unenhanced (UA) and delayed (DL) images, absolute and relative percentage of enhancement washout (APEW and RPEW, respectively), descriptive CT features (lesion size, margin characteristics, heterogeneity or homogeneity, fat, calcification), patient demographics, and medical history were evaluated for association with lesion status using multiple logistic regression with stepwise model selection. Area under the ROC curve (A(z)) was calculated from both univariate and multivariate analyses. The predictive diagnostic performance of multivariate evaluations was ascertained through cross-validation. Results: A(z) for DL, APEW, RPEW, and UA was 0.751, 0.795, 0.829, and 0.839, respectively. Multivariate analyses yielded the following significant CT quantitative features and associated A(z) when combined: RPEW and DL (A(z) = 0.861) when unenhanced images were not available and APEW and UA (A(z) = 0.889) when unenhanced images were available. Patient demographics and presence of a prior malignancy were additional significant factors, increasing A(z) to 0.903 and 0.927, respectively. The combined predictive classifier, without and with UA available, yielded 85.7% and 87.3% accuracies with cross-validation, respectively. Conclusion: When appropriately combined with other CT features, washout derived from intermediate-delay CT with or without additional clinical data has potential utility in differentiating malignant from benign adrenal lesions.
dc.description.indexedbyWoS
dc.description.indexedbyScopus
dc.description.indexedbyPubMed
dc.description.issue2
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsorshipCancer Center Support grant
dc.description.sponsorshipNational Institutes of Health / National Cancer Institute [P30CA016672]
dc.description.sponsorshipGE Healthcare Funded in part by the Cancer Center Support grant and National Institutes of Health / National Cancer Institute grant P30CA016672 and the John S. Dunn, Sr., Distinguished Chair in Diagnostic Imaging.
dc.description.sponsorshipC. S. Ng has received research funding from GE Healthcare.
dc.description.volume211
dc.identifier.doi10.2214/AJR.17.19103
dc.identifier.eissn1546-3141
dc.identifier.issn0361-803X
dc.identifier.quartileQ1
dc.identifier.scopus2-s2.0-85052392043
dc.identifier.urihttp://dx.doi.org/10.2214/AJR.17.19103
dc.identifier.urihttps://hdl.handle.net/20.500.14288/9392
dc.identifier.wos439846500004
dc.keywordsAdrenal
dc.keywordsAdrenal tumors
dc.keywordsCharacterization
dc.keywordsDelayed washout
dc.languageEnglish
dc.publisherAmer Roentgen Ray Soc
dc.sourceAmerican Journal of Roentgenology
dc.subjectRadiology
dc.subjectNuclear medicine
dc.subjectMedical imaging
dc.titleUtility of intermediate-delay washout CT images for differentiation of malignant and benign adrenal lesions: a multivariate analysis
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.authorid0000-0002-0727-9230
local.contributor.kuauthorAltınmakas, Emre

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