Department of Radiology, Weill Cornell Medical College/New York Presbyterian Hospital, New York, NY 10065, USA.
Acad Radiol. 2010 Sep;17(9):1083-9. doi: 10.1016/j.acra.2010.04.025. Epub 2010 Jun 12.
The purpose of our study is to perform an internal validation of a new reference standard for vasospasm diagnosis in aneurysmal subarachnoid hemorrhage (A-SAH) patients.
A retrospective study was performed on A-SAH patients between January 2002 and May 2009. All patients were applied to this new reference standard using a multistage hierarchical approach incorporating clinical and imaging criteria. An internal validation method was performed in two phases to compare the new reference standard with digital subtraction angiography (DSA) and to assess accuracy. In Phase I, the diagnostic outcomes from DSA at the primary level were compared with the secondary/tertiary levels in the reference standard. In Phase II, the new reference standard was compared with chart diagnosis. Accuracy test characteristics, agreement rates, kappa values, and bias indices were calculated.
In Phase I (n = 85), there was 87% agreement rate, 0.674 kappa, and 0.12 bias index. However, there was 100% agreement in patients diagnosed with vasospasm by DSA. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were 100%, 61%, 83%, and 100% respectively. In Phase II (n = 137), there was 91% agreement rate, 0.824 kappa, and 0.04 bias index. Sensitivity, specificity, PPV, and NPV were 88%, 95%, 96%, and 87%, respectively.
Performing validation methods for a new reference standard is an evolving and ongoing process because limitations and bias in the reference standard are identified. Based on the results of this internal validation, a modification in the new reference standard is made at the primary level, resulting in improvement in its accuracy and classification of A-SAH patients.
本研究旨在对一种新的用于诊断颅内动脉瘤性蛛网膜下腔出血(aSAH)后血管痉挛的参考标准进行内部验证。
回顾性分析了 2002 年 1 月至 2009 年 5 月间的 aSAH 患者。所有患者均采用包含临床和影像学标准的多阶段分层方法应用这一新的参考标准。通过两个阶段的内部验证方法将新的参考标准与数字减影血管造影(DSA)进行比较,评估其准确性。在第一阶段,将 DSA 的诊断结果与参考标准中的二级/三级水平进行比较。在第二阶段,将新的参考标准与图表诊断进行比较。计算了准确性测试特征、符合率、kappa 值和偏差指数。
在第一阶段(n=85),符合率为 87%,kappa 值为 0.674,偏差指数为 0.12。然而,DSA 诊断为血管痉挛的患者中,符合率为 100%。敏感度、特异度、阳性预测值(PPV)和阴性预测值(NPV)分别为 100%、61%、83%和 100%。在第二阶段(n=137),符合率为 91%,kappa 值为 0.824,偏差指数为 0.04。敏感度、特异度、PPV 和 NPV 分别为 88%、95%、96%和 87%。
对新的参考标准进行验证方法是一个不断发展和持续的过程,因为在参考标准中会发现局限性和偏差。基于该内部验证的结果,对新的参考标准在一级水平进行了修改,提高了其准确性和对 aSAH 患者的分类。