定量CT紋理分析鑒別診斷透明細胞型與非透明細胞型腎癌
發(fā)布時間:2018-04-02 04:17
本文選題:癌 切入點:腎細胞 出處:《中國醫(yī)學影像技術(shù)》2017年12期
【摘要】:目的探討定量CT紋理分析鑒別透明細胞型腎癌和非透明細胞型腎癌的可行性。方法回顧性分析100個透明細胞型腎癌和27個非透明細胞型腎癌病灶的CT圖像,應用TexRAD軟件分析各掃描期相兩種類型腎癌的紋理特征。結(jié)果增強圖像上,非透明細胞型腎癌的平均灰度值、標準差、熵、正像素的平均值明顯低于透明細胞型腎癌,而峰度高于透明細胞型腎癌(P均0.001),偏度差異無統(tǒng)計學意義(P0.05)。在皮髓質(zhì)期的粗糙紋理上,正像素的平均值鑒別兩種類型腎癌的ROC曲線下面積為0.92±0.04,敏感度為0.85,特異度為0.93,準確率為0.87。結(jié)論透明細胞型腎癌與非透明細胞型腎癌的CT紋理特征間存在顯著差異,定量CT紋理分析鑒別診斷這兩種類型腎癌具有臨床價值。
[Abstract]:Objective to study the feasibility of quantitative CT texture analysis in differentiating clear cell renal cell carcinoma from non-transparent cell renal cell carcinoma.Methods CT images of 100 clear cell renal cell carcinoma and 27 opaque cell renal cell carcinoma were analyzed retrospectively. The texture features of two types of renal cell carcinoma were analyzed by TexRAD software.Results the average gray value, standard deviation, entropy and positive pixel of non-transparent cell renal cell carcinoma were significantly lower than those of transparent cell renal cell carcinoma, but the kurtosis was higher than that of transparent cell renal cell carcinoma (P = 0.001), and there was no significant difference in bias (P 0.05).On rough texture of medullary phase, the area under ROC curve of positive pixel was 0.92 鹵0.04, sensitivity was 0.85, specificity was 0.93and accuracy was 0.87.Conclusion there are significant differences in CT texture features between clear cell renal cell carcinoma and non-transparent cell renal cell carcinoma. Quantitative CT texture analysis is of clinical value in differential diagnosis of these two types of renal cell carcinoma.
【作者單位】: 中國醫(yī)學科學院北京協(xié)和醫(yī)學院北京協(xié)和醫(yī)院放射科;
【基金】:衛(wèi)生部行業(yè)基金科研專項(201402019)
【分類號】:R730.44;R737.11
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