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
相关论文
共 50 条
  • [1] Accuracy of wrist-worn activity trackers for measuring steps in patients after major abdominal surgery: A validation study
    Li, Zhi
    Feng, Weiyan
    Zhou, Lili
    Gong, Shu
    DIGITAL HEALTH, 2024, 10
  • [2] Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study
    Kroll, Ryan R.
    Boyd, Gordon
    Maslove, David M.
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2016, 18 (09)
  • [3] Detection of Driver Workload Using Wrist-Worn Wearable Sensors: A Feasibility Study
    Tanaka, Ryuto
    Akiduki, Takuma
    Takahashi, Hirotaka
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 1723 - 1730
  • [4] Feasibility and patient's experiences of perioperative telemonitoring in major abdominal surgery: an observational pilot study
    Haveman, Marjolein E.
    van Melzen, Rianne
    Schuurmann, Richte C. L.
    Hermens, Hermie J.
    Tabak, Monique
    de Vries, Jean-Paul P. M.
    EXPERT REVIEW OF MEDICAL DEVICES, 2022, 19 (06) : 515 - 523
  • [5] Influence of Skin Tone on Accuracy of Wrist-Worn Photoplethysmographic Heart Rate During Exercise: A Pilot Study
    Mulholland, Anne M.
    MacDonald, Hayley V.
    Reuben, Garrett
    Zelhart, Preston
    Aguiar, Elroy J.
    Wingo, Jonathan E.
    MEDICINE & SCIENCE IN SPORTS & EXERCISE, 2024, 56 (10) : 965 - 965
  • [6] ACCURACY OF CONTINUOUS GLUCOSE MONITORING IN PATIENTS AFTER MAJOR ABDOMINAL SURGERY
    Forlenza, G.
    Nathan, B.
    Moran, A.
    Dunn, T.
    Beilman, G.
    Pruett, T.
    Kovatchev, B.
    Bellin, M.
    DIABETES TECHNOLOGY & THERAPEUTICS, 2016, 18 : A84 - A84
  • [7] Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study
    Reddy, Ravi Kondama
    Pooni, Rubin
    Zaharieva, Dessi P.
    Senf, Brian
    El Youssef, Joseph
    Dassau, Eyal
    Doyle, Francis J., III
    Clements, Mark A.
    Rickels, Michael R.
    Patton, Susana R.
    Castle, Jessica R.
    Riddell, Michael C.
    Jacobs, Peter G.
    JMIR MHEALTH AND UHEALTH, 2018, 6 (12):
  • [8] The Feasibility and Reliability of Upper Arm-Worn Apple Watch Heart Rate Monitoring for Surgeons During Surgery: Observational Study
    Yamada, Kazunosuke
    Enokida, Yasuaki
    Kato, Ryuji
    Imaizumi, Jun
    Takada, Takahiro
    Ojima, Hitoshi
    JMIR HUMAN FACTORS, 2023, 10
  • [9] Accuracy of the Nova StatStrip® glucometer in patients undergoing major abdominal surgery: an observational study
    Omiya, Keisuke
    Nakadate, Yosuke
    Sato, Hiroaki
    Koo, Bon-Wook
    Schricker, Thomas
    CANADIAN JOURNAL OF ANESTHESIA-JOURNAL CANADIEN D ANESTHESIE, 2023, 70 (12): : 1970 - 1977
  • [10] Comparison between capnodynamic and thermodilution method for cardiac output monitoring during major abdominal surgery An observational study
    Sigmundsson, Thorir S.
    Ohman, Tomas
    Hallback, Magnus
    Suarez-Sipmann, Fernando
    Wallin, Mats
    Oldner, Anders
    Hallsjo-Sander, Caroline
    Bjorne, Hakan
    EUROPEAN JOURNAL OF ANAESTHESIOLOGY, 2021, 38 (12) : 1242 - 1252