Quantitative Analysis of Renal Fibrosis Using a Colorimetric System

Cassandra L. Reed, Shree G. Sharma, Sandra P. Prieto, Timothy J. Muldoon
{"title":"Quantitative Analysis of Renal Fibrosis Using a Colorimetric System","authors":"Cassandra L. Reed, Shree G. Sharma, Sandra P. Prieto, Timothy J. Muldoon","doi":"10.1109/MIPR.2018.00040","DOIUrl":null,"url":null,"abstract":"Manual assessment of renal fibrosis via visual inspection represents a significant challenge even among expert pathologists. The goal of this project was to create a quantitative analysis program that could be used as a complementary tool for pathologists. The algorithm was applied to color images of renal needle core biopsy slides, at varying stages of disease, stained with either Masson's trichrome (MT) or collagen III immunohistochemistry (Coll3). Each image was split into colorimetric channels and the ratio of two of the corresponding channels was then compared to the overall tissue image. Results demonstrated that colorimetric ratios of red:blue for MT and green:red for Coll3 produced ranges between 1.3- 1.5 and 1.10-1.12, respectively, that successfully excluded non-fibrotic renal tissue and could therefore be used to create a quantitative analysis of renal fibrosis for comparison to pathologists' diagnosis.","PeriodicalId":320000,"journal":{"name":"2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MIPR.2018.00040","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Manual assessment of renal fibrosis via visual inspection represents a significant challenge even among expert pathologists. The goal of this project was to create a quantitative analysis program that could be used as a complementary tool for pathologists. The algorithm was applied to color images of renal needle core biopsy slides, at varying stages of disease, stained with either Masson's trichrome (MT) or collagen III immunohistochemistry (Coll3). Each image was split into colorimetric channels and the ratio of two of the corresponding channels was then compared to the overall tissue image. Results demonstrated that colorimetric ratios of red:blue for MT and green:red for Coll3 produced ranges between 1.3- 1.5 and 1.10-1.12, respectively, that successfully excluded non-fibrotic renal tissue and could therefore be used to create a quantitative analysis of renal fibrosis for comparison to pathologists' diagnosis.
使用比色系统定量分析肾纤维化
通过目视检查手工评估肾纤维化代表了一个重大的挑战,甚至在专家病理学家。该项目的目标是创建一个定量分析程序,可以作为病理学家的补充工具。该算法应用于不同疾病阶段的肾针芯活检切片的彩色图像,用马松三色(MT)或III型胶原免疫组织化学(Coll3)染色。每个图像被分割成比色通道,然后将两个相应通道的比率与整体组织图像进行比较。结果表明,MT的红蓝比色和Coll3的绿红比色分别在1.3- 1.5和1.10-1.12之间,成功地排除了非纤维化肾组织,因此可以用来创建肾纤维化的定量分析,以便与病理学家的诊断进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信