Suppr超能文献

基于电生物阻抗传感的新型静脉入口检测方法。

A New Venous Entry Detection Method Based on Electrical Bio-impedance Sensing.

机构信息

Department of Advanced Robotics, Istituto Italiano di Tecnologia, 16163, Genoa, Italy.

Mechanical Engineering Department, Imperial College London, London, SW7 2AZ, UK.

出版信息

Ann Biomed Eng. 2018 Oct;46(10):1558-1567. doi: 10.1007/s10439-018-2025-7. Epub 2018 Apr 19.

Abstract

Peripheral intravenous catheterization (PIVC) is frequently required for various medical treatments. Over 1 billion PIVC operations are performed per year in the United States alone. However, this operation is characterized by a very low success rate, especially amongst pediatric patients. Statistics show that only 53% of first PIVC attempts are successful in pediatric patients. Since their veins are small and readily rupture, multiple attempts are commonly required before successfully inserting the catheter into the vein. This article presents and evaluates a novel venous entry detection method based on measuring the electrical bio-impedance of the contacting tissue at the tip of a concentric electrode needle (CEN). This detection method is then implemented in the design of a clinical device called smart venous entry indicator (SVEI), which lights up a LED to indicate the venous entry when the measured value is within the range of blood. To verify this detection method, two experiments are conducted. In the first experiment, we measured the bio-impedance during the insertion of a CEN into a rat's tail vein with different excitation frequencies. Then three classifiers are tested to discriminate blood from surrounding tissues. The experimental results indicate that with 100 kHz excitation frequency the blood bio-impedance can be identified with accuracy nearly 100%, demonstrating the feasibility and reliability of the proposed method for venous entry detection. The second experiment aims to assess the impact of SVEI on PIVC performance. Ten naive subjects were invited to catheterize a realistic baby arm phantom. The subjects are equally divided into two groups, where one group does PIVC with SVEI and the other group uses an ordinary IV catheter. The results show that subjects using SVEI can achieve much higher success rates (86%) than those performing PIVC in a conventional way (12%). Also, all subjects assisted by SVEI succeeded in their first trials while no one succeed in their first attempt using the conventional unassisted system. These results demonstrate the proposed detection method has great potential to improve pediatric PIVC performance, especially for non-expert clinicians. This supports further investment towards clinical validation of the technology.

摘要

外周静脉置管术(PIVC)常用于各种医疗治疗。仅在美国,每年就有超过 10 亿次 PIVC 操作。然而,这种操作的成功率非常低,尤其是在儿科患者中。统计数据显示,儿科患者首次 PIVC 尝试的成功率仅为 53%。由于他们的静脉较小且容易破裂,因此通常需要多次尝试才能将导管成功插入静脉。本文提出并评估了一种基于测量同心电极针(CEN)尖端接触组织的电生物阻抗的新型静脉进入检测方法。该检测方法随后被应用于一种名为智能静脉进入指示器(SVEI)的临床设备的设计中,当测量值在血液范围内时,该指示器会点亮一个 LED 以指示静脉进入。为了验证这种检测方法,进行了两项实验。在第一项实验中,我们测量了将 CEN 插入大鼠尾静脉时不同激励频率下的生物阻抗。然后测试了三种分类器来区分血液和周围组织。实验结果表明,使用 100 kHz 激励频率,血液生物阻抗的识别准确率接近 100%,证明了所提出的静脉进入检测方法的可行性和可靠性。第二项实验旨在评估 SVEI 对 PIVC 性能的影响。邀请了 10 名无经验的受试者对逼真的婴儿手臂模型进行置管。受试者被平均分为两组,一组使用 SVEI 进行 PIVC,另一组使用普通 IV 导管。结果表明,使用 SVEI 的受试者的成功率(86%)远高于传统方法(12%)。此外,所有使用 SVEI 辅助的受试者都在第一次尝试中成功,而使用传统无辅助系统的受试者则没有人在第一次尝试中成功。这些结果表明,所提出的检测方法有很大潜力可以提高儿科 PIVC 的性能,尤其是对于非专家临床医生。这支持了对该技术进行临床验证的进一步投资。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验