Schmidt M A, Linker R A, Lang S, Lücking H, Engelhorn T, Kloska S, Uder M, Cavallaro A, Dörfler A, Dankerl P
Department of Neuroradiology, University Hospital Erlangen, Schwabachanlage 6, 91054, Erlangen, Germany.
Department of Neurology, University Hospital Erlangen, Schwabachanlage 6, 91054, Erlangen, Germany.
Clin Neuroradiol. 2018 Sep;28(3):367-376. doi: 10.1007/s00062-017-0567-y. Epub 2017 Mar 6.
To evaluate the performance of an innovative image processing approach for detection of T2-weighted hyperintense multiple sclerosis (MS) lesions.
In this study 20 consecutive patients with inflammatory demyelinating lesions were retrospectively evaluated of whom 10 patients featured progressive disease and 10 a stable lesion load. 3 mm transversal FLAIRfusion imaging was processed and archived. Image processing was performed through landmark-based 3D co-registration of the previous and current isotropic FLAIR examination followed by inversion of image contrast. Thereby, the hyperintense signals of the unchanged MS plaques extinguish each other, while newly developed lesions appear bright on FLAIRfusion. Diagnostic performance was evaluated by 4 experienced readers. Consensus reading supplied the reference standard. Sensitivity, specificity, NPV (negative predictive value), PPV (positive predictive value), interreader agreement and reading time were the outcome measures analyzed.
Combined sensitivity was 100% at a specificity of 88.2%, with PPV ranging from 83.3% to 90.1% and NPV at 100%. Reading time was nearly 5‑fold faster than conventional side by side comparison (35.6 s vs. 163.7 s, p < 0.001). Cohen's kappa was excellent (>0.75; p < 0.001) and Cronbach's alpha was 0.994.
FLAIRfusion provides reliable detection of newly developed MS lesions along with strong interreader agreement across all levels of expertise in 35 s of reading time.
评估一种用于检测T2加权高信号多发性硬化(MS)病变的创新图像处理方法的性能。
在本研究中,对20例连续的炎性脱髓鞘病变患者进行回顾性评估,其中10例患者为进展性疾病,10例患者病变负荷稳定。对3毫米横向液体衰减反转恢复(FLAIR)融合成像进行处理并存档。图像处理通过对先前和当前各向同性FLAIR检查进行基于地标点的三维配准,然后反转图像对比度来进行。由此,未改变的MS斑块的高信号相互抵消,而新出现的病变在FLAIR融合图像上显得明亮。由4名经验丰富的阅片者评估诊断性能。一致性阅片提供参考标准。分析的结果指标包括敏感性、特异性、阴性预测值(NPV)、阳性预测值(PPV)、阅片者间一致性和阅片时间。
联合敏感性为100%,特异性为88.2%,PPV范围为83.3%至90.1%,NPV为100%。阅片时间比传统的并排比较快近5倍(35.6秒对163.7秒,p<0.001)。科恩kappa系数极佳(>0.75;p<0.001),克朗巴赫α系数为0.994。
FLAIR融合成像能够可靠地检测新出现的MS病变,并且在35秒的阅片时间内,所有专业水平的阅片者之间都具有很强的一致性。