Preliminary study on digital image analysis of endoscopic ultrasonography in the differential diagnosis of benign and malignant pancreatic neuroendocrine neoplasm
10.3760/cma.j.issn.0254-1432.2017.01.006
- VernacularTitle:超声内镜数字图像分析技术对胰腺神经内分泌肿瘤良恶性鉴别的作用初探
- Author:
Danjie SHEN
;
Ke CHEN
;
Yunwei SUN
- Keywords:
Digital image analysis;
Endosonography;
Pancreatic neuroendocrine neoplasm;
Diagnosis
- From:
Chinese Journal of Digestion
2017;37(1):13-18
- CountryChina
- Language:Chinese
-
Abstract:
Objective To investigate the value of digital image analysis (DIA) of endoscopic ultrasonography (EUS) in the differential diagnosis of benign and malignant pancreatic neuroendocrine neoplasm (PNEN).Methods The relation between various parameters of EUS-imaging and benign and malignant lesions in 47 patients clinically diagnosed PNEN were retrospectively analyzed.Photoshop CS5 software was performed for digital image processing,and lesions related parameters were collected,including area,perimeter,length,circularity,gray,gray ratio,and gray standard deviation.The statistical method of t test was performed for comparison between two groups.Receiver operating characteristic (ROC) curve was analyzed in length,circularity,average gray scale ratio and gray standard deviation.Results Among the 47 patients,35 cases and 12 cases were in benign group and malignant group,respectively.The mean gray scale ratio and the circularity of benign group were significantly higher than those of malignant group (0.80±0,05 vs 0.74±0.07,0.63±0.17 vs 0.40±0.09),and the differences were statistically significant (t=2.659 and 5.787,both P＜0.05).The gray standard deviation of benign group were lower than that of malignant group (9.90 ± 1.24 vs 12.55± 3.27),and the difference was statistically significant (t=-2.733,P=0.018).The area under the curve (AUC) of circularity was 0.724 (95％ confidence interval(CI):0.546 to 0.901),the cut-off value was 0.767,the sensitivity and specificity were 71.43 ％ and 66.67％,respectively.The AUC of average gray ratio was 0.888 (95％CI:0.785 to 0.991),the cut-off value was 0.412,the sensitivity and specificity were 94.29％ and 75.00％,respectively.The AUC of gray standard deviation was 0.811 (95％CI:0.647 to 0.974),the cut-off value was 11.02,the sensitivity and specificity were 66.67％ and 85.71％,respectively.When combined with the three parameters of circularity,average gray scale ratio and gray standard deviation,the sensitivity and specificity were 97.14％ and 83.33％,and the accuracy was 93.61％.Conclusions EUS with DIA technology can improve the detection of EUS images to PNEN,and which may be complementary to EUS guided fine needle aspiration.It also privided a noninvasive,objective,convenient,and effective option for the differential diagnosis of benign and malignant PNEN.
