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Multi-Modal Local Physiological Sensing at the Intravenous Catheter Insertion Site : Towards Automated IV Infiltration Detection

机译:静脉导管插入部位的多模态局部生理感测:朝向自动化IV渗透检测

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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.
机译:静脉内(IV)导管治疗在医院和临床环境中普遍存在,为患者提供必要的液体,营养或药理治疗。通常由培训的血管进入团队构件以外围静脉插入IV,使得输送的流体直接进入脉管系统并通过正常心血管机制分布到身体内的所需区域。由于导管尖端从静脉内运动的移动,或对静脉壁的机械或化学损伤,导致导管尖端的移动,或者对静脉壁的机械或化学损伤,可能发生在血管空间外部的流体外部的流体泄漏。这种并发症被称为IV渗透或外渗,被认为是医疗紧急情况,因为它可能导致患者的组织损伤甚至坏死。检测渗透的护理标准涉及护士或护理人员的主观评估:具体地,应用“外观,感觉和比较”方法来检测与血管外空间中的流体缔合的皮肤温度缔合的肿胀或变化。我们的团队设计了一种可穿戴的多模态感测系统,用于检测IV导管插入部位周围的局部生理变化;我们监测电气生物敏捷光谱(BIS),用于定量血管外液,皮肤温度在站点周围的两个位置,以及具有两个惯性测量单元的运动。我们已成功部署在儿童医疗保健的亚特兰大医疗保健系统中,并在共有9个儿科参与者中进行了初始可行性研究,并开发了用于降低与运动相关的BIS测量中的可变性的算法。虽然没有受试者具有IV渗透,但我们在录制中展示了所有参数的高质量测量,并且当已知IV导管成功地将流体送到静脉时,BIS信号的运动校正降低了可变性。本研究设定了未来工作的基础,我们的目标是在我们的可穿戴系统和相关算法中展示在儿科患者中的自动和准确检测静止的静止。

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