Feasibility and Accuracy of Wrist-Worn Sensors for Perioperative Monitoring During and After Major Abdominal Surgery: An Observational Study

被引:1
|
作者
Xu, William [1 ]
Wells, Cameron I. [2 ]
Seo, Sean HB. [1 ]
Sebaratnam, Gabrielle [1 ]
Calder, Stefan [2 ]
Gharibans, Armen [2 ,3 ]
Bissett, Ian P. [1 ]
O'Grady, Gregory [1 ,2 ]
机构
[1] Univ Auckland, Dept Surg, Auckland, New Zealand
[2] Univ Auckland, Auckland Bioengn Inst, Auckland, New Zealand
[3] Univ Penn, Perelman Sch Med, Philadelphia, PA USA
关键词
Mobile health; Postoperative complications; Postoperative recovery; Wearable devices; DETERIORATION; AGREEMENT; FAILURE; RESCUE;
D O I
10.1016/j.jss.2024.06.038
中图分类号
R61 [外科手术学];
学科分类号
摘要
Introduction: Continuous, ambulatory perioperative monitoring using wearable devices has shown promise for earlier detection of physiological deterioration and postoperative complications, preventing'failure-to-rescue'. This study aimed to compare the accuracy of vital signs measured by wrist-based wearables with gold standard measurements from vital signs monitors or nurse assessments in major abdominal surgery. Methods: Adult patients were eligible for inclusion in this prospective observational study validating the Empatica E4 wrist sensor intraoperatively and postoperatively. The primary outcomes were the 95% limits of agreement (LoA) between manual and device recordings of heart rate (HR) and temperature evaluated via Bland-Altman analysis. Secondary analysis was conducted using Clarke-Error grid analysis. Results: Overall, 31 patients were recruited, and 27 patients completed the study. The median duration of recording per patient was 70.3 h, and a total of 2112 h of data recording were completed. Wrist-based HR measurement was accurate and moderately precise (bias: 0.3 bpm; 95% LoA-15.5 to 17.1), but temperature measurement was neither accurate nor precise (bias-2.2 degrees C; degrees C; 95% LoA-6.0 to 1.6). On Clarke-Error grid analysis, 74.5% and 29.6% of HR and temperature measurements, respectively, fell within the acceptable range of reference standards. Conclusions: Continuous perioperative monitoring of HR and temperature after major abdominal surgery using wrist-based sensors is feasible but was limited in this study by low precision. While wrist-based devices offer promise for the continuous monitoring of high-risk surgical patients, current technology is inadequate. Ongoing device hardware and software innovation with robust validation is required before such technologies can be routinely adopted in clinical practice. <feminine ordinal indicator> 2024 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:423 / 431
页数:9
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