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一种带有自动图像解读功能的平板接口高分辨率微型内窥镜,用于食管鳞状细胞瘤变的实时评估。

A tablet-interfaced high-resolution microendoscope with automated image interpretation for real-time evaluation of esophageal squamous cell neoplasia.

作者信息

Quang Timothy, Schwarz Richard A, Dawsey Sanford M, Tan Mimi C, Patel Kalpesh, Yu Xinying, Wang Guiqi, Zhang Fan, Xu Hong, Anandasabapathy Sharmila, Richards-Kortum Rebecca

机构信息

Department of Bioengineering, Rice University, Houston, Texas, USA.

Department of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA.

出版信息

Gastrointest Endosc. 2016 Nov;84(5):834-841. doi: 10.1016/j.gie.2016.03.1472. Epub 2016 Mar 30.

Abstract

BACKGROUND AND AIMS

In recent years high-resolution microendoscopy (HRME) has shown potential to improve screening for esophageal squamous cell neoplasia. Furthering its utility in a clinical setting, especially in lower-resource settings, could be accomplished by reducing the size and cost of the system as well as incorporating the ability of real-time, objective feedback. This article describes a tablet-interfaced HRME with fully automated, real-time image analysis.

METHODS

The performance of the tablet-interfaced HRME was assessed by acquiring images from the oral mucosa in a normal volunteer. An automated, real-time analysis algorithm was developed and evaluated using training, test, and validation images from a previous in vivo study of 177 patients referred for screening or surveillance endoscopy in China. The algorithm was then implemented in a tablet HRME that was used to obtain and analyze images from esophageal tissue in 3 patients. Images were displayed alongside the probability that the imaged region was neoplastic.

RESULTS

The tablet-interfaced HRME demonstrated comparable imaging performance at a lower cost compared with first-generation laptop-interfaced HRME systems. In a post-hoc quantitative analysis, the algorithm identified neoplasia with a sensitivity and specificity of 95% and 91%, respectively, in the validation set compared with 84% and 95% achieved in the original study.

CONCLUSIONS

The tablet-based HRME is a low-cost tool that provides quantitative diagnostic information to the endoscopist in real time. This could be especially beneficial in lower-resource settings for operators with less experience interpreting HRME images.

摘要

背景与目的

近年来,高分辨率显微内镜检查(HRME)已显示出改善食管鳞状细胞瘤变筛查的潜力。通过减小系统尺寸和成本,并具备实时、客观反馈能力,可进一步提升其在临床环境中的实用性,尤其是在资源相对匮乏的环境中。本文介绍了一种具有全自动实时图像分析功能的平板接口HRME。

方法

通过采集正常志愿者口腔黏膜的图像来评估平板接口HRME的性能。利用来自中国一项先前对177例因筛查或监测性内镜检查而转诊患者的体内研究中的训练、测试和验证图像,开发并评估了一种自动实时分析算法。然后将该算法应用于平板HRME中,用于获取和分析3例患者食管组织的图像。图像与成像区域为肿瘤的概率一同显示。

结果

与第一代笔记本电脑接口的HRME系统相比,平板接口的HRME以更低的成本展现出相当的成像性能。在事后定量分析中,该算法在验证集中识别肿瘤的灵敏度和特异度分别为95%和91%,而在原研究中分别为84%和95%。

结论

基于平板的HRME是一种低成本工具,可实时为内镜医师提供定量诊断信息。这对于在资源匮乏环境中、解读HRME图像经验较少的操作人员可能特别有益。

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