Radiologic-pathologic analysis of quantitative 3D tumour enhancement on contrast-enhanced MR imaging: a study of ROI placement

被引:30
作者
Chockalingam, Arun [1 ]
Duran, Rafael [1 ]
Sohn, Jae Ho [1 ]
Schernthaner, Ruediger [1 ]
Chapiro, Julius [1 ]
Lee, Howard [1 ]
Sahu, Sonia [1 ]
Nguyen, Sonny [1 ]
Geschwind, Jean-Francois [1 ]
Lin, MingDe [2 ]
机构
[1] Johns Hopkins Univ Hosp, Div Vasc & Intervent Radiol, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
[2] US Imaging & Intervent UII, Philips Res North Amer, Briarcliff Manor, NY USA
关键词
Tumour segmentation; MRI; Hepatocellular carcinoma; TACE; ROI; HEPATOCELLULAR-CARCINOMA; SEGMENTATION; REGION; VARIABILITY; LIVER; MANAGEMENT; SELECTION;
D O I
10.1007/s00330-015-3812-2
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
To investigate the influence of region-of-interest (ROI) placement on 3D tumour enhancement [Quantitative European Association for the Study of the Liver (qEASL)] in hepatocellular carcinoma (HCC) patients treated with transcatheter arterial chemoembolization (TACE). Phase 1: 40 HCC patients had nine ROIs placed by one reader using systematic techniques (3 ipsilateral to the lesion, 3 contralateral to the lesion, and 3 dispersed throughout the liver) and qEASL variance was measured. Intra-class correlations were computed. Phase 2: 15 HCC patients with histosegmentation were selected. Six ROIs were systematically placed by AC (3 ROIs ipsilateral and 3 ROIs contralateral to the lesion). Three ROIs were placed by 2 radiologists. qEASL values were compared to histopathology by Pearson's correlation, linear regression, and median difference. Phase 1: The dispersed method (abandoned in phase 2) had low consistency and high variance. Phase 2: qEASL correlated strongly with pathology in systematic methods [Pearson's correlation coefficient = 0.886 (ipsilateral) and 0.727 (contralateral)] and in clinical methods (0.625 and 0.879). However, ipsilateral placement matched best with pathology (median difference: 5.4 %; correlation: 0.89; regression CI: [0.904, 0.1409]). qEASL is a robust method with comparable values among tested placements. Ipsilateral placement showed high consistency and better pathological correlation. aEuro cent Ipsilateral and contralateral ROI placement produces high consistency and low variance. aEuro cent Both ROI placement methods produce qEASL values that correlate well with histopathology. aEuro cent Ipsilateral ROI placement produces best correlation to pathology along with high consistency.
引用
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页码:103 / 113
页数:11
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