便携式多光谱静脉成像系统

IF 1 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Electrical Engineering-elektrotechnicky Casopis Pub Date : 2023-02-01 DOI:10.2478/jee-2023-0008
H. Ozkan, Muberra Aydin, O. Ozcan, Ummuhan Zengin
{"title":"便携式多光谱静脉成像系统","authors":"H. Ozkan, Muberra Aydin, O. Ozcan, Ummuhan Zengin","doi":"10.2478/jee-2023-0008","DOIUrl":null,"url":null,"abstract":"Abstract Phlebotomy may cause unnecessary injuries to a patient whose veins are not easily visible to a healthcare professional. To mitigate this problem we designed a new system to image subcutaneous veins. Multispectral images were obtained using a microprocessor, an IR (infrared) camera, different wavelengths of NIR (near-infrared) sources, and an IR band-pass filter. Raw vein images were enhanced, colored, and displayed on a monitor using an easy-to-use interface. The mean dice similarity index (DSI) between the vein border specified by a doctor on the raw images manually and the automated segmented by the proposed system is determined as 0.92 ± 2.1 for 20 subjects. Also, the average peak signal-to-noise ratio (PSNR) obtained a high value of 68.37 ± 1.56 from the enhanced image. Phlebotomists can easily observe the subcutaneous veins in real-time with the three different options using the proposed device. As a result, this study advances the vein imaging field which has the potential to reduce injury to the patient during venipuncture.","PeriodicalId":15661,"journal":{"name":"Journal of Electrical Engineering-elektrotechnicky Casopis","volume":"74 1","pages":"64 - 69"},"PeriodicalIF":1.0000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A portable multispectral vein imaging system\",\"authors\":\"H. Ozkan, Muberra Aydin, O. Ozcan, Ummuhan Zengin\",\"doi\":\"10.2478/jee-2023-0008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract Phlebotomy may cause unnecessary injuries to a patient whose veins are not easily visible to a healthcare professional. To mitigate this problem we designed a new system to image subcutaneous veins. Multispectral images were obtained using a microprocessor, an IR (infrared) camera, different wavelengths of NIR (near-infrared) sources, and an IR band-pass filter. Raw vein images were enhanced, colored, and displayed on a monitor using an easy-to-use interface. The mean dice similarity index (DSI) between the vein border specified by a doctor on the raw images manually and the automated segmented by the proposed system is determined as 0.92 ± 2.1 for 20 subjects. Also, the average peak signal-to-noise ratio (PSNR) obtained a high value of 68.37 ± 1.56 from the enhanced image. Phlebotomists can easily observe the subcutaneous veins in real-time with the three different options using the proposed device. As a result, this study advances the vein imaging field which has the potential to reduce injury to the patient during venipuncture.\",\"PeriodicalId\":15661,\"journal\":{\"name\":\"Journal of Electrical Engineering-elektrotechnicky Casopis\",\"volume\":\"74 1\",\"pages\":\"64 - 69\"},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2023-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Electrical Engineering-elektrotechnicky Casopis\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.2478/jee-2023-0008\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Electrical Engineering-elektrotechnicky Casopis","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.2478/jee-2023-0008","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

摘要静脉切开术可能造成不必要的伤害,病人的静脉是不容易看到的医疗保健专业人员。为了解决这个问题,我们设计了一个新的系统来成像皮下静脉。采用微处理器、红外(红外)相机、不同波长的近红外(近红外)光源和红外带通滤波器获得多光谱图像。原始静脉图像增强,着色,并显示在显示器上使用易于使用的界面。在20名受试者中,医生在原始图像上手动指定的静脉边界与系统自动分割的静脉边界之间的平均骰子相似指数(DSI)为0.92±2.1。增强图像的平均峰值信噪比(PSNR)为68.37±1.56。使用该装置,采血师可以通过三种不同的选择方便地实时观察皮下静脉。因此,本研究推动了静脉成像领域的发展,有可能减少静脉穿刺对患者的伤害。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A portable multispectral vein imaging system
Abstract Phlebotomy may cause unnecessary injuries to a patient whose veins are not easily visible to a healthcare professional. To mitigate this problem we designed a new system to image subcutaneous veins. Multispectral images were obtained using a microprocessor, an IR (infrared) camera, different wavelengths of NIR (near-infrared) sources, and an IR band-pass filter. Raw vein images were enhanced, colored, and displayed on a monitor using an easy-to-use interface. The mean dice similarity index (DSI) between the vein border specified by a doctor on the raw images manually and the automated segmented by the proposed system is determined as 0.92 ± 2.1 for 20 subjects. Also, the average peak signal-to-noise ratio (PSNR) obtained a high value of 68.37 ± 1.56 from the enhanced image. Phlebotomists can easily observe the subcutaneous veins in real-time with the three different options using the proposed device. As a result, this study advances the vein imaging field which has the potential to reduce injury to the patient during venipuncture.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Electrical Engineering-elektrotechnicky Casopis
Journal of Electrical Engineering-elektrotechnicky Casopis 工程技术-工程:电子与电气
CiteScore
1.70
自引率
12.50%
发文量
40
审稿时长
6-12 weeks
期刊介绍: The joint publication of the Slovak University of Technology, Faculty of Electrical Engineering and Information Technology, and of the Slovak Academy of Sciences, Institute of Electrical Engineering, is a wide-scope journal published bimonthly and comprising. -Automation and Control- Computer Engineering- Electronics and Microelectronics- Electro-physics and Electromagnetism- Material Science- Measurement and Metrology- Power Engineering and Energy Conversion- Signal Processing and Telecommunications
期刊最新文献
Elementary design and analysis of QCA-based T-flipflop for nanocomputing Model-free predictive current control of Syn-RM based on time delay estimation approach Design of a battery charging system fed by thermoelectric generator panels using MPPT techniques Methods of computer modeling of electromagnetic field propagation in urban scenarios for Internet of Things Precision of sinewave amplitude estimation in the presence of additive noise and quantization error
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1