静脉导管插入部位的多模态局部生理传感:迈向自动静脉浸润检测

Samer A. Mabrouk, Zahidee Rodriguez, Subhendu De, K. Maher, Leanne West, Lynn Pogue, Amy Parker, Adith Srivatsava, Arjun Sonti, O. Inan
{"title":"静脉导管插入部位的多模态局部生理传感:迈向自动静脉浸润检测","authors":"Samer A. Mabrouk, Zahidee Rodriguez, Subhendu De, K. Maher, Leanne West, Lynn Pogue, Amy Parker, Adith Srivatsava, Arjun Sonti, O. Inan","doi":"10.1109/SENSORS47125.2020.9278903","DOIUrl":null,"url":null,"abstract":"Intravenous (IV) catheter therapy is prevalent in hospital and clinical settings, delivering necessary fluid, nutrients, or pharmacological treatments to patients. An IV is typically inserted by a trained vascular access team member in a peripheral vein such that the delivered fluid enters the vasculature directly and is distributed through normal cardiovascular mechanisms to desired regions within the body. The inadvertent leakage of fluid outside the vascular space into the surrounding tissue can occur due to movement of the catheter tip out of the vein with patient motion, or from mechanical or chemical damage to the venous wall. This complication is referred to as an IV infiltration or extravasation and is considered a medical emergency as it can result in tissue damage or even necrosis for the patient. Standard of care for detecting an infiltration involves subjective evaluation by nurses or caregivers: specifically, a \"look, feel and compare\" approach is applied to detect swelling or changes in skin temperature associate with the fluid in the extravascular space. Our team has engineered a wearable, multi-modal sensing system for detecting local physiological changes around the IV catheter insertion site; we monitor electrical bioimpedance spectroscopy (BIS) for quantifying extravascular fluid, skin temperature at two positions around the site, and motion with two inertial measurement units. We have successfully deployed the system at Children’s Healthcare of Atlanta and performed initial feasibility studies in a total of 9 pediatric participants, and have developed algorithms for reducing variability in the BIS measurements associated with motion. While no subject has had an IV infiltration yet, we demonstrated high quality measurements of all parameters in the recordings, and that motion correction of the BIS signals reduced variability when the IV catheter was known to be successfully delivering fluid to the veins. This study sets the foundation for future work where we aim to demonstrate automatic and accurate detection of IV infiltration in pediatric patients with our wearable system and associated algorithms.","PeriodicalId":338240,"journal":{"name":"2020 IEEE Sensors","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Multi-Modal Local Physiological Sensing at the Intravenous Catheter Insertion Site : Towards Automated IV Infiltration Detection\",\"authors\":\"Samer A. Mabrouk, Zahidee Rodriguez, Subhendu De, K. Maher, Leanne West, Lynn Pogue, Amy Parker, Adith Srivatsava, Arjun Sonti, O. Inan\",\"doi\":\"10.1109/SENSORS47125.2020.9278903\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Intravenous (IV) catheter therapy is prevalent in hospital and clinical settings, delivering necessary fluid, nutrients, or pharmacological treatments to patients. An IV is typically inserted by a trained vascular access team member in a peripheral vein such that the delivered fluid enters the vasculature directly and is distributed through normal cardiovascular mechanisms to desired regions within the body. The inadvertent leakage of fluid outside the vascular space into the surrounding tissue can occur due to movement of the catheter tip out of the vein with patient motion, or from mechanical or chemical damage to the venous wall. This complication is referred to as an IV infiltration or extravasation and is considered a medical emergency as it can result in tissue damage or even necrosis for the patient. Standard of care for detecting an infiltration involves subjective evaluation by nurses or caregivers: specifically, a \\\"look, feel and compare\\\" approach is applied to detect swelling or changes in skin temperature associate with the fluid in the extravascular space. Our team has engineered a wearable, multi-modal sensing system for detecting local physiological changes around the IV catheter insertion site; we monitor electrical bioimpedance spectroscopy (BIS) for quantifying extravascular fluid, skin temperature at two positions around the site, and motion with two inertial measurement units. We have successfully deployed the system at Children’s Healthcare of Atlanta and performed initial feasibility studies in a total of 9 pediatric participants, and have developed algorithms for reducing variability in the BIS measurements associated with motion. While no subject has had an IV infiltration yet, we demonstrated high quality measurements of all parameters in the recordings, and that motion correction of the BIS signals reduced variability when the IV catheter was known to be successfully delivering fluid to the veins. This study sets the foundation for future work where we aim to demonstrate automatic and accurate detection of IV infiltration in pediatric patients with our wearable system and associated algorithms.\",\"PeriodicalId\":338240,\"journal\":{\"name\":\"2020 IEEE Sensors\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE Sensors\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SENSORS47125.2020.9278903\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Sensors","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SENSORS47125.2020.9278903","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

静脉(IV)导管治疗在医院和临床环境中很普遍,为患者提供必要的液体、营养或药物治疗。静脉注射通常由训练有素的血管接入组成员在外周静脉中插入,这样所输送的液体直接进入血管系统,并通过正常的心血管机制分布到体内所需的区域。由于导管尖端随患者运动而移出静脉,或由于静脉壁的机械或化学损伤,可能会发生血管外液体泄漏到周围组织中。这种并发症被称为静脉浸润或外渗,被认为是医疗紧急情况,因为它可能导致患者组织损伤甚至坏死。检测浸润的护理标准涉及护士或护理人员的主观评估:具体而言,采用“看、摸、比较”方法来检测与血管外空间液体相关的肿胀或皮肤温度变化。我们的团队设计了一种可穿戴的多模态传感系统,用于检测静脉导管插入部位周围的局部生理变化;我们监测电生物阻抗谱(BIS)来量化血管外液体、部位周围两个位置的皮肤温度和两个惯性测量单元的运动。我们已经成功地在亚特兰大儿童医疗中心部署了该系统,并对总共9名儿童参与者进行了初步的可行性研究,并开发了算法来减少与运动相关的BIS测量的可变性。虽然还没有受试者进行过静脉浸润,但我们展示了记录中所有参数的高质量测量,并且当静脉导管成功将液体输送到静脉时,BIS信号的运动校正减少了变异性。这项研究为未来的工作奠定了基础,我们的目标是通过我们的可穿戴系统和相关算法演示儿科患者静脉浸润的自动准确检测。
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
Multi-Modal Local Physiological Sensing at the Intravenous Catheter Insertion Site : Towards Automated IV Infiltration Detection
Intravenous (IV) catheter therapy is prevalent in hospital and clinical settings, delivering necessary fluid, nutrients, or pharmacological treatments to patients. An IV is typically inserted by a trained vascular access team member in a peripheral vein such that the delivered fluid enters the vasculature directly and is distributed through normal cardiovascular mechanisms to desired regions within the body. The inadvertent leakage of fluid outside the vascular space into the surrounding tissue can occur due to movement of the catheter tip out of the vein with patient motion, or from mechanical or chemical damage to the venous wall. This complication is referred to as an IV infiltration or extravasation and is considered a medical emergency as it can result in tissue damage or even necrosis for the patient. Standard of care for detecting an infiltration involves subjective evaluation by nurses or caregivers: specifically, a "look, feel and compare" approach is applied to detect swelling or changes in skin temperature associate with the fluid in the extravascular space. Our team has engineered a wearable, multi-modal sensing system for detecting local physiological changes around the IV catheter insertion site; we monitor electrical bioimpedance spectroscopy (BIS) for quantifying extravascular fluid, skin temperature at two positions around the site, and motion with two inertial measurement units. We have successfully deployed the system at Children’s Healthcare of Atlanta and performed initial feasibility studies in a total of 9 pediatric participants, and have developed algorithms for reducing variability in the BIS measurements associated with motion. While no subject has had an IV infiltration yet, we demonstrated high quality measurements of all parameters in the recordings, and that motion correction of the BIS signals reduced variability when the IV catheter was known to be successfully delivering fluid to the veins. This study sets the foundation for future work where we aim to demonstrate automatic and accurate detection of IV infiltration in pediatric patients with our wearable system and associated algorithms.
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
自引率
0.00%
发文量
0
期刊最新文献
Quartz Crystal Microbalance Sensor Based on Peptide Anchored Single-Walled Carbon Nanotubes for Highly Selective TNT Explosive Detection BaTiO3 sensitive film enhancement for CO2 detection Comparable Data Evaluation Method for a Radio-Nuclear Sensor When Used on an UAV Reusable acoustic tweezers enable 2D patterning of microparticles in microchamber on a disposable silicon chip superstrate Optimizing Novel Inorganic Scintillation Detectors for Applications in Medical Physics
×
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