Review on Photomicrography based Full Blood Count (FBC) Testing and Recent Advancements

Q3 Engineering
A. Mudugamuwa, S. Hettiarachchi, B. A. D. J. C. K. Basnayake, N. H. R. G. Melroy, R. Amarasinghe
{"title":"Review on Photomicrography based Full Blood Count (FBC) Testing and Recent Advancements","authors":"A. Mudugamuwa, S. Hettiarachchi, B. A. D. J. C. K. Basnayake, N. H. R. G. Melroy, R. Amarasinghe","doi":"10.31357/ait.v1i3.5252","DOIUrl":null,"url":null,"abstract":"With advancements in related sub-fields, research on photomicrography in life science is emerging and this is a review on its application towards human full blood count testing which is a primary test in medical practices. For a prolonged period of time, analysis of blood samples is the basis for bio medical observations of living creatures. Cell size, shape, constituents, count, ratios are few of the features identified using DIP based analysis and these features provide an overview of the state of human body which is important in identifying present medical conditions and indicating possible future complications. In addition, functionality of the immune system is observed using results of blood tests. In FBC tests, identification of different blood cell types and counting the number of cells of each type is required to obtain results. Literature discuss various techniques and methods and this article presents an insightful review on human blood cell morphology, photomicrography, digital image processing of photomicrographs, feature extraction and classification, and recent advances. Integration of emerging technologies such as microfluidics, micro-electromechanical systems, and artificial intelligence based image processing algorithms and classifiers with cell sensing have enabled exploration of novel research directions in blood testing applications.\n ","PeriodicalId":52314,"journal":{"name":"Advances in Technology Innovation","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Technology Innovation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31357/ait.v1i3.5252","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 3

Abstract

With advancements in related sub-fields, research on photomicrography in life science is emerging and this is a review on its application towards human full blood count testing which is a primary test in medical practices. For a prolonged period of time, analysis of blood samples is the basis for bio medical observations of living creatures. Cell size, shape, constituents, count, ratios are few of the features identified using DIP based analysis and these features provide an overview of the state of human body which is important in identifying present medical conditions and indicating possible future complications. In addition, functionality of the immune system is observed using results of blood tests. In FBC tests, identification of different blood cell types and counting the number of cells of each type is required to obtain results. Literature discuss various techniques and methods and this article presents an insightful review on human blood cell morphology, photomicrography, digital image processing of photomicrographs, feature extraction and classification, and recent advances. Integration of emerging technologies such as microfluidics, micro-electromechanical systems, and artificial intelligence based image processing algorithms and classifiers with cell sensing have enabled exploration of novel research directions in blood testing applications.  
全血细胞计数(FBC)显微检测技术综述及最新进展
随着相关分支领域的发展,显微摄影在生命科学中的研究正在兴起,本文综述了显微摄影在人体全血细胞计数检测中的应用,这是医学实践中的主要检测方法。在很长一段时间内,血液样本分析是生物医学观察的基础。细胞大小,形状,成分,计数,比率是使用DIP分析确定的几个特征,这些特征提供了人体状态的概述,这对于识别当前的医疗状况和指示可能的未来并发症很重要。此外,免疫系统的功能是通过血液测试的结果来观察的。在FBC测试中,需要识别不同的血细胞类型并计算每种类型的细胞数量才能获得结果。文献讨论了各种技术和方法,本文对人体血细胞形态学、显微摄影、显微照片的数字图像处理、特征提取和分类以及最新进展进行了深入的综述。将微流体、微机电系统、基于人工智能的图像处理算法和分类器等新兴技术与细胞传感相结合,为血液检测应用探索了新的研究方向。
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
Advances in Technology Innovation
Advances in Technology Innovation Energy-Energy Engineering and Power Technology
CiteScore
1.90
自引率
0.00%
发文量
18
审稿时长
12 weeks
×
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