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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:系统性硬化症中高分辨率计算机断层扫描图像的计算机辅助量化间质性肺疾病:与基于视觉读者的分数和生理学测试的相关性

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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:目的:评估计算机辅助方法(CaM)对系统性硬化症患者间质性肺疾病(ILD)定量的性能,并确定其与基于常规视觉阅读器的评分(CoVR)和肺功能检查的相关性方法:招募了29名患者。所有患者均接受了采用CoVR的两名放射科医师对胸部高分辨率计算机断层扫描(HRCT)评分。然后,使用DICOM软件通过CaM分析所有HRCT图像。使用线性回归分析和皮尔森相关性计算肺分割分析,读者和PFT结果之间的关系。进行接收者工作曲线分析以确定CaM程度阈值。结果:观察到CaM与CoVR之间有很强的相关性(P <0.0001)。 CaM与强迫肺活量(FVC)(P <0.0001)和肺单呼吸一氧化碳扩散能力(DLco)呈显着负相关(P <0.0001)。 CaM最佳范围阈值20%代表了敏感性(75.6%)和特异性(97.4%)之间的最佳折衷。结论。SSc-ILD的CaM定量可用于评估肺部疾病的程度,并可能提供可靠的工具日常临床实践和临床试验。

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