首页> 外文期刊>British Journal of Radiology >Computer assisted analysis of the chest radiograph lung area and prediction of failure of extubation from mechanical ventilation in preterm neonates.
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Computer assisted analysis of the chest radiograph lung area and prediction of failure of extubation from mechanical ventilation in preterm neonates.

机译:计算机辅助分析胸部X线片肺区域并预测早产儿机械通气拔管失败的可能性。

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Post-extubation chest radiographs (CXRs) are frequently requested on the neonatal intensive care unit, but it is controversial whether they generate useful information. A low lung volume assessed by measurement of functional residual capacity (FRC) post extubation has been demonstrated to predict extubation failure, which is a subsequent requirement for increased respiratory support. We have previously shown that the CXR lung area obtained by computer assisted analysis significantly correlated with FRC and, therefore, speculated that a low CXR lung area post extubation would reliably predict extubation failure. The aim of this study was to test the hypothesis by analysing CXRs from 20 infants, with median gestational age of 28 weeks (range 25-33 weeks) and postnatal age 4 days (range 1-11 days). CXRs were obtained within 4 h of extubation and were scanned and analysed using a Power Macintosh computer with a Wacom A5 Ultra pad and NIH image software. The cardiac, mediastinal and thymic shadows, and areas of perihilar and lobar consolidation were subtracted from the thoracic area to give the lung area. Seven infants failed extubation and differed significantly from the rest of the cohort only with regard to their CXR lung area, median gestational age, birth weight and postnatal age. Receiver operator characteristic (ROC) curves were constructed and the areas under each ROC curve were compared. Analysis demonstrated that a low CXR lung area and an older postnatal age were the best predictors of extubation failure. A post-extubation CXR lung area of < 8.5 cm2 had the highest specificity (100%) in predicting extubation failure. We conclude that routine post-extubation CXRs can have a useful role.
机译:新生儿重症监护室经常需要拔管后的胸部X光片(CXR),但是否产生有用的信息仍存在争议。拔管后通过测量功能残余容量(FRC)评估的低肺容量已被证明可预测拔管失败,这是增加呼吸支持的后续要求。先前我们已经表明,通过计算机辅助分析获得的CXR肺部面积与FRC显着相关,因此推测拔管后CXR肺部面积低将可靠地预测拔管失败。这项研究的目的是通过分析20名婴儿的CXR来检验假设,这些婴儿的中位胎龄为28周(范围为25-33周),产后年龄为4天(范围为1-11天)。拔管后4小时内获得CXR,并使用带有Wacom A5 Ultra垫和NIH图像软件的Power Macintosh计算机对其进行扫描和分析。从胸腔区域减去心脏,纵隔和胸腺的阴影,以及肝门和大叶周围的面积,得出肺部面积。七名婴儿拔管失败,仅在其CXR肺面积,中位胎龄,出生体重和出生后年龄方面与其余队列有显着差异。构造接收者操作员特征(ROC)曲线,并比较每个ROC曲线下的面积。分析表明,低CXR肺面积和较高的产后年龄是拔管失败的最佳预测指标。拔管后CXR肺面积<8.5 cm2在预测拔管失败中具有最高的特异性(100%)。我们得出结论,常规拔管后CXR可以发挥有用的作用。

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