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

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

Research output: Contribution to journalArticlepeer-review

69 Scopus citations

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.

Original languageEnglish
Pages (from-to)834-841
Number of pages8
JournalGastrointestinal Endoscopy
Volume84
Issue number5
DOIs
StatePublished - 1 Nov 2016
Externally publishedYes

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