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Histogram Analysis of Apparent Diffusion Coefficient in Differentiating Pancreatic Adenocarcinoma and Neuroendocrine Tumor

机译:鉴别胰腺腺癌和神经内分泌肿瘤的表观扩散系数的直方图分析

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摘要

The aim of this study was to investigate whether histogram analysis in diffusion-weighted (DW) magnetic resonance imaging (MRI) can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors.Sixty-four patients with histologically confirmed 53 pancreatic adenocarcinomas or 19 neuroendocrine tumors underwent DW MRI. We evaluated the pixel distribution histogram parameters (mean, skewness, kurtosis, and entropy) of the apparent diffusion coefficient (ADC) values derived from b-values of 0 and 200 (ADC200), 0 and 400 (ADC400), or 0 and 800 (ADC800) s/mm2. Histogram parameters were compared between pancreatic adenocarcinomas and neuroendocrine tumors, and the diagnostic performance was evaluated by using receiver operating characteristic (ROC) analysis.The mean ADC200 and ADC400 were significantly higher in neuroendocrine tumors than in pancreatic adenocarcinomas (P = 0.001 and P = 0.019, respectively). Pancreatic adenocarcinomas showed significantly higher skewness and kurtosis on ADC400 (P = 0.007 and P = 0.001, respectively) and ADC800 (P = 0.001 and P = 0.001, respectively). With all b-value combinations, the entropy of ADC values was significantly higher in pancreatic adenocarcinomas (P < 0.001 for ADC200; P = 0.001 for ADC400; P < 0.001 for ADC800), and showed the highest area under the ROC curve for diagnosing adenocarcinomas (0.77 for ADC200, 0.76 for ADC400, and 0.78 for ADC800).ADC histogram analysis of DW MRI can help differentiate pancreatic adenocarcinomas from neuroendocrine tumors.
机译:这项研究的目的是研究弥散加权(DW)磁共振成像(MRI)中的直方图分析是否可以帮助将胰腺腺癌与神经内分泌肿瘤区分开来.64例经组织学证实的53例胰腺腺癌或19例神经内分泌肿瘤接受了DW MRI检查。我们评估了从0和200(ADC200),0和400(ADC400)或0和800的b值得出的视在扩散系数(ADC)值的像素分布直方图参数(均值,偏度,峰度和熵) (ADC800)s / mm 2 。比较了胰腺癌和神经内分泌肿瘤的直方图参数,并通过接收器操作特征(ROC)分析评估了诊断性能。神经内分泌肿瘤的ADC200和ADC400均显着高于胰腺腺癌(P = 0.001和P = 0.019 , 分别)。胰腺腺癌在ADC400(分别为P = 0.007和P = 0.001)和ADC800(分别为P = 0.001和P = 0.001)上显示出较高的偏度和峰度。在所有b值组合下,胰腺腺癌的ADC值熵显着较高(ADC200的P <0.001; ADC400的P = 0.001; ADC800的P <0.001),并且在诊断腺癌的ROC曲线下显示出最高的面积。 (ADC200为0.77,ADC400为0.76,ADC800为0.78)。DWMRI的ADC直方图分析可以帮助区分胰腺腺癌和神经内分泌肿瘤。

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