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用于测量动物模型和临床诊断数据中胃溃疡指数的改进图像分析

Improved Image Analysis for Measuring Gastric Ulcer Index in Animal Models and Clinical Diagnostic Data.

作者信息

Yoo Chi-Yeol, Son Hyeong-U, Kim Sung-Kook, Kim Si-Oh, Lee Sang-Han

机构信息

Department of Food Science and Biotechnology, Graduate School of Kyungpook National University, Daegu 41566, Korea.

Department of Gastroenterology & Hepatology, Kyungpook National University Hospital, Daegu 41944, Korea.

出版信息

Diagnostics (Basel). 2022 May 14;12(5):1233. doi: 10.3390/diagnostics12051233.

Abstract

Gastric ulcers are one of the most common gastrointestinal diseases. In this study, as an attempt to reduce the minimal error in clinical observations during the diagnosis of gastric ulcers, the applicability of improved ImageJ analysis (IA) was investigated by comparing the results of animal experiments and clinical data. As a result, IA exhibited a significantly improved potential for determining the ulcer index (UI) of clinical data sheets compared to those rated directly by conventional clinical observation (CCO). This indicated that IA enhanced the reproducibility of the measurement of gastric UI using a Bland-Altman plot, resulting in a reduced deviation of each UI value. In addition, it was confirmed that errors in gastric UI decisions can be reduced by adjusting RGB values in diagnostic clinical data (i.e., adjusting to 100 is relatively better than adjusting to 50 or 200). Together, these results suggest that the new enhanced IA could be compatible with novel applications for measuring and evaluating gastric ulcers in clinical settings, meaning that the developed method could be used not only as an auxiliary tool for CCO, but also as a pipeline for ulcer diagnosis.

摘要

胃溃疡是最常见的胃肠道疾病之一。在本研究中,为了减少胃溃疡诊断过程中临床观察的最小误差,通过比较动物实验结果和临床数据,研究了改进的ImageJ分析(IA)的适用性。结果表明,与传统临床观察(CCO)直接评分相比,IA在确定临床数据表溃疡指数(UI)方面具有显著提高的潜力。这表明IA使用Bland-Altman图提高了胃UI测量的可重复性,导致每个UI值的偏差减小。此外,还证实通过调整诊断临床数据中的RGB值(即调整到100相对比调整到50或200更好)可以减少胃UI决策中的误差。总之,这些结果表明新的增强型IA可与临床环境中测量和评估胃溃疡的新应用兼容,这意味着所开发的方法不仅可以用作CCO的辅助工具,还可以用作溃疡诊断的流程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27a4/9139872/44d5f408ac4b/diagnostics-12-01233-g001.jpg

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