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光学光谱法在不依赖阴道镜组织信息的情况下检测宫颈上皮内瘤变的准确性;为资源匮乏环境下的自动化检测迈出了一步。

Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia without colposcopic tissue information; a step toward automation for low resource settings.

机构信息

The University of Texas Health Science Center at Houston, Division of Biostatistics, School of Public Health, 1200 Herman Pressler, RAS W928, Houston, Texas 77030, USA.

出版信息

J Biomed Opt. 2012 Apr;17(4):047002. doi: 10.1117/1.JBO.17.4.047002.

DOI:10.1117/1.JBO.17.4.047002
PMID:22559693
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3380950/
Abstract

Optical spectroscopy has been proposed as an accurate and low-cost alternative for detection of cervical intraepithelial neoplasia. We previously published an algorithm using optical spectroscopy as an adjunct to colposcopy and found good accuracy (sensitivity=1.00 [95% confidence interval (CI)=0.92 to 1.00], specificity=0.71 [95% CI=0.62 to 0.79]). Those results used measurements taken by expert colposcopists as well as the colposcopy diagnosis. In this study, we trained and tested an algorithm for the detection of cervical intraepithelial neoplasia (i.e., identifying those patients who had histology reading CIN 2 or worse) that did not include the colposcopic diagnosis. Furthermore, we explored the interaction between spectroscopy and colposcopy, examining the importance of probe placement expertise. The colposcopic diagnosis-independent spectroscopy algorithm had a sensitivity of 0.98 (95% CI=0.89 to 1.00) and a specificity of 0.62 (95% CI=0.52 to 0.71). The difference in the partial area under the ROC curves between spectroscopy with and without the colposcopic diagnosis was statistically significant at the patient level (p=0.05) but not the site level (p=0.13). The results suggest that the device has high accuracy over a wide range of provider accuracy and hence could plausibly be implemented by providers with limited training.

摘要

光学光谱学已被提议作为一种准确且低成本的替代方法,用于检测宫颈上皮内瘤变。我们之前发表了一项使用光学光谱学作为阴道镜检查辅助手段的算法,发现其具有良好的准确性(灵敏度为 1.00[95%置信区间(CI)=0.92 至 1.00],特异性为 0.71[95%CI=0.62 至 0.79])。这些结果是基于专家阴道镜医师的测量结果和阴道镜诊断得出的。在这项研究中,我们训练并测试了一种用于检测宫颈上皮内瘤变(即识别那些组织学检查为 CIN2 或更高级别病变的患者)的算法,该算法不包括阴道镜诊断。此外,我们还探讨了光谱学与阴道镜检查之间的相互作用,研究了探针放置专业知识的重要性。不依赖阴道镜诊断的光谱学算法的灵敏度为 0.98(95%CI=0.89 至 1.00),特异性为 0.62(95%CI=0.52 至 0.71)。在患者水平上,光谱学与包含和不包含阴道镜诊断之间的 ROC 曲线下面积的差异具有统计学意义(p=0.05),但在部位水平上没有统计学意义(p=0.13)。这些结果表明,该设备在广泛的提供者准确性范围内具有较高的准确性,因此可能由接受过有限培训的提供者实施。

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