影像科学与光化学 ›› 2020, Vol. 38 ›› Issue (5): 914-918.DOI: 10.7517/issn.1674-0475.200320

• 综述与论文 • 上一篇    下一篇

CT纹理分析与MSCT三维重建对孤立性肺结节良恶性鉴别诊断效能分析

李晓卿1,2, 徐志豪1, 齐银萍3   

  1. 1. 浙江大学附属第四医院 呼吸科, 浙江 义乌 322000;
    2. 鄞州区第二医院 呼吸科, 浙江 宁波 315100;
    3. 鄞州区第二医院 影像科, 浙江 宁波 315100
  • 收稿日期:2020-03-18 出版日期:2020-09-15 发布日期:2020-09-15

Analysis of CT Texture Analysis and MSCT 3D Reconstruction in Differential Diagnosis of Benign and Malignant Solitary Pulmonary Nodules

LI Xiaoqing1,2, XU Zhihao1, QI Yinping3   

  1. 1. Department of Respiratory Medicine, Fourth Hospital Affiliated to Zhejiang University, Yiwu 322000, Zhejiang, P. R. China;
    2. Department of Respiratory Medicine, Second Hospital of Yinzhou District, Ningbo 315100, Zhejiang, P. R. China;
    3. Department of Imaging, Second Hospital of Yinzhou District, Ningbo 315100, Zhejiang, P. R. China
  • Received:2020-03-18 Online:2020-09-15 Published:2020-09-15

摘要: 选取孤立性肺结节(SPN)患者100例,研究CT纹理分析与MSCT三维重建诊断SPN良恶性的效能。提取纹理特征参数,并建立受试者工作特征(ROC)曲线,同时,以容积显示重建法进行三维重建,基于病理结果,探究二者效能。结果发现,恶性组熵、熵和、熵差均明显高于良性组(P<0.05),ROC曲线分析结果显示三项联合鉴别诊断SPN良恶性准确性高,其敏感度、特异度分别为94.6%、65.9%。MSCT三维重建其SPN形态特征显示率均明显高于CT平扫(P<0.05)。MSCT三维重建灵敏度、特异度分别为88.9%、82.6%。由此可知,CT纹理分析与MSCT三维重建技术均有利于SPN良恶性鉴别诊断,前者联合诊断敏感度更高,而后者特异度更高,因此,需结合临床科学选择诊断方式。

关键词: CT纹理分析, MSCT三维重建, 孤立性肺结节, 良恶性鉴别, 诊断效能

Abstract: In this paper, 100 patients with solitary pulmonary nodules (SPN) were selected to explore the efficacy of CT texture analysis and MSCT 3D reconstruction in the diagnosis of benign and malignant SPN. The texture feature parameters were extracted, and the ROC curve of the subject was established according to the data. Meanwhile, the MSCT 3D reconstruction was performed by volume display reconstruction method, and the efficacy of the two methods was explored based on the pathological results. The results showed that the entropy, the sum of entropy and the difference of entropy 914 in the malignant group were significantly higher than those in the benign group (P<0.05).ROC curve analysis showed that the accuracy of the three combined differential diagnosis of SPN was high, with sensitivity and specificity of 94.6% and 65.9%, respectively. The display rate of SPN morphological features of MSCT 3D reconstruction was significantly higher than that of CT plain scan (P<0.05).The sensitivity and specificity of MSCT 3D reconstruction were 88.9% and 82.6% respectively. It can be seen that both CT texture analysis and MSCT 3D reconstruction techniques are beneficial to the differential diagnosis of benign and malignant SPN. The former has a higher combined diagnosis sensitivity, while the latter has a higher specificity. Therefore, it is necessary to select the diagnosis method in combination with clinical science.

Key words: CT texture analysis, MSCT three-dimensional reconstruction, solitary pulmonary nodule, benign and malignant differentiation, diagnostic efficacy