Department of Radiology, Seoul National University College of Medicine, 101, Daehak-ro, Jongno-gu, Seoul, 03080, Korea.
Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea.
Eur Radiol. 2018 May;28(5):2124-2133. doi: 10.1007/s00330-017-5171-7. Epub 2017 Dec 1.
We hypothesized that semi-automatic diameter measurements would improve the accuracy and reproducibility in discriminating preinvasive lesions and minimally invasive adenocarcinomas from invasive pulmonary adenocarcinomas appearing as subsolid nodules (SSNs) and increase the reproducibility in classifying SSNs.
Two readers independently performed semi-automatic and manual measurements of the diameters of 102 SSNs and their solid portions. Diagnostic performance in predicting invasive adenocarcinoma based on diameters was tested using logistic regression analysis with subsequent receiver operating characteristic curves. Inter- and intrareader reproducibilities of diagnosis and SSN classification according to Fleischner's guidelines were investigated for each measurement method using Cohen's κ statistics.
Semi-automatic effective diameter measurements were superior to manual average diameters for the diagnosis of invasive adenocarcinoma (AUC, 0.905-0.923 for semi-automatic measurement and 0.833-0.864 for manual measurement; p<0.05). Reproducibility of diagnosis between the readers also improved with semi-automatic measurement (κ=0.924 for semi-automatic measurement and 0.690 for manual measurement, p=0.012). Inter-reader SSN classification reproducibility was significantly higher with semi-automatic measurement (κ=0.861 for semi-automatic measurement and 0.683 for manual measurement, p=0.022).
Semi-automatic effective diameter measurement offers an opportunity to improve diagnostic accuracy and reproducibility as well as the classification reproducibility of SSNs.
• Semi-automatic effective diameter measurement improves the diagnostic accuracy for pulmonary subsolid nodules. • Semi-automatic measurement increases the inter-reader agreement on the diagnosis for subsolid nodules. • Semi-automatic measurement augments the inter-reader reproducibility for the classification of subsolid nodules.
我们假设半自动直径测量方法可提高区分亚实性肺结节中的浸润前病变和微浸润性腺癌与浸润性肺腺癌的准确性和可重复性,并提高亚实性肺结节的分类重复性。
两位读者分别对 102 个亚实性肺结节及其实性部分进行半自动和手动直径测量。使用逻辑回归分析和随后的受试者工作特征曲线对基于直径预测浸润性腺癌的诊断性能进行测试。使用 Cohen's κ 统计量评估两种测量方法对诊断和根据 Fleischner 指南对亚实性肺结节分类的读者间和读者内的可重复性。
半自动有效直径测量在诊断浸润性腺癌方面优于手动平均直径(AUC,半自动测量为 0.905-0.923,手动测量为 0.833-0.864;p<0.05)。读者间的诊断重复性也随半自动测量而提高(半自动测量为 0.924,手动测量为 0.690,p=0.012)。半自动测量的读者间亚实性肺结节分类重复性显著更高(半自动测量为 0.861,手动测量为 0.683,p=0.022)。
半自动有效直径测量为提高诊断准确性和可重复性以及亚实性肺结节的分类可重复性提供了机会。
• 半自动有效直径测量可提高肺亚实性结节的诊断准确性。• 半自动测量可提高读者对亚实性结节的诊断一致性。• 半自动测量增强了读者对亚实性结节分类的可重复性。