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Verification of new method for automatic thickness measurement of melanocytic skin tumours by high frequency ultrasound

机译:高频超声验证高频超声波纤维皮肤肿瘤自动厚度测量的新方法

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摘要

Histological thickness of cutaneous melanoma (CM), known as the Breslow index (pT), represents the most important prognostic factor. The objective of this study is to evaluate the reliability of automatic algorithm based on B-scan image processing of 22 MHz ultrasound (US) for measuring the thickness of CM and melanocytic nevi (MN). The thickness of CM (n = 54) and MN (n = 91) has been measured manually (mT) and automatically (aT) using an algorithm based on B-scan image processing of 22 MHz US. All melanocytic skin tumours (MST) were surgically excised and their histological thicknesses (pT) according to Breslow were evaluated. The investigated parameters were expressed as medians with interquartile range (IQR) because of their asymmetric distribution, Spearman’s correlation coefficient was determined as well. An agreement between values of mT/aT and mT/pT was evaluated by using the Bland-Altman plots. We found a good agreement of aT and mT with the moderate bias of 0.08 mm and relatively small range (95 % CI –0.01 to 0.18) in CM, accordingly 0.03 mm (95 % CI 0.00 to 0.07 mm) regarding MN. The medians of mT/pT in cases of CM and MN were 0.96 mm (IQR: 0.65-1.52) / 0.97 (IQR: 0.66-1.62) and 0.51 mm (IQR: 0.37-0.67) / 0.69 mm (IQR: 0.46-1.01) respectively. The parameters of the thickness correlated better in CM (r = 0.86) than in MN (r = 0.64) cases. The difference between manual (mT) and automatic (aT) measurements while evaluating the thickness of MST was non-significant. Therefore, automatic algorithm based on B-scan image processing of 22 MHz US is a reliable tool for measuring the thickness of MST by less experienced operators.
机译:皮肤黑色素瘤(CM),被称为布瑞斯罗夫指数(PT)的组织学厚度​​,代表了最重要的预后因素。本研究的目的是提供用于测量CM的厚度和评价根据22兆赫超声(US)的B扫描图像处理自动算法的可靠性黑素细胞痣(MN)。 CM(N = 54)和MN的厚度(N = 91)已被手动(MT)和自动(AT)使用基于22兆赫US的B扫描图像处理的算法来测量。根据布瑞斯罗夫所有的黑素细胞皮肤肿瘤(MST)通过手术切除和他们的组织厚度(PT)进行了评价。所研究的参数表示为用,因为它们的非对称分布的四分位数间距(IQR)中位数,Spearman相关系数被确定为良好。 MT / AT和MT /太平洋的值之间的协议通过使用布兰德-Altman图进行评价。我们发现在和MT的一个很好的协议0.08毫米CM中等偏差和相对较小的范围内(95%CI -0.01〜0.18),因此0.03毫米关于MN(95%CI 0.00到0.07毫米)。 MT / Pt的CM和MN的情况下,中值分别为0.96毫米(IQR:0.65-1.52)/ 0.97(IQR:0.66-1.62)0.51毫米(IQR:0.37-0.67)/0.69毫米(IQR:0.46-1.01 ) 分别。厚度的参数在CM相关更好性(r = 0.86)中比在MN(R = 0.64)的情况。在评估MST的厚度手册(MT)和自动(AT)测量之间的差异的非显著。因此,基于22MHz的美国的B扫描图像处理自动算法是用于通过经验不足的操作员测量MST的厚度的可靠工具。

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