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Computer-Aided Quantification of Interstitial Lung Disease from High Resolution Computed Tomography Images in Systemic Sclerosis: Correlation with Visual Reader-Based Score and Physiologic Tests

机译:来自全身硬化症高分辨率计算断层扫描图像的计算机辅助量化肺病术:基于视觉读者的分数和生理测试的相关性

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Objective. To evaluate the performance of a computerized-aided method (CaM) for quantification of interstitial lung disease (ILD) in patients with systemic sclerosis and to determine its correlation with the conventional visual reader-based score (CoVR) and the pulmonary function tests (PFTs). Methods. Seventy-nine patients were enrolled. All patients underwent chest high resolution computed tomography (HRCT) scored by two radiologists adopting the CoVR. All HRCT images were then analysed by a CaM using a DICOM software. The relationships among the lung segmentation analysis, the readers, and the PFTs results were calculated using linear regression analysis and Pearson's correlation. Receiver operating curve analysis was performed for determination of CaM extent threshold. Results. A strong correlation between CaM and CoVR was observed (P < 0.0001). The CaM showed a significant negative correlation with forced vital capacity (FVC) (P < 0.0001) and the single breath carbon monoxide diffusing capacity of the lung (DLco) (P < 0.0001). A CaM optimal extent threshold of 20% represented the best compromise between sensitivity (75.6%) and specificity (97.4%). Conclusions. CaM quantification of SSc-ILD can be useful in the assessment of extent of lung disease and may provide reliable tool in daily clinical practice and clinical trials.
机译:客观的。评估计算机化方法(CAM)对全身硬化症患者的间质性肺病(ILD)的量化的性能,并确定其与常规视觉读者的评分(COVR)和肺功能测试的相关性(PFT )。方法。七十九名患者注册。所有患者接受了胸部高分辨率的高分辨率计算断层扫描(HRCT),由两个采用COVR的两个放射科医生进行评分。然后使用DICOM软件通过凸轮分析所有HRCT图像。利用线性回归分析和Pearson的相关性计算了肺分割分析,读者和PFTS结果之间的关系。进行接收器操作曲线分析以确定凸轮范围阈值。结果。观察到凸轮和CoVR之间的强烈相关性(P <0.0001)。凸轮显示出与强制生命能力(FVC)(P <0.0001)和肺(DLCO)的单呼吸一氧化碳漫射能力的显着负相关性(P <0.0001)。 20%的凸轮最佳程度阈值表示灵敏度(75.6%)和特异性(97.4%)之间的最佳折衷。结论。 SSC-ILD的CAM量化可用于肺病程度的评估,并可在日常临床实践和临床试验中提供可靠的工具。

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