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[A Wearable Six-minute Walk-based System to Predict Postoperative Pulmonary Complications After Cardiac Valve Surgery: an Exploratory Study]

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Abstract

In recent years, wearable devices have seen a booming development, and the integration of wearable devices with clinical settings is an important direction in the development of wearable devices. The purpose of this study is to establish a prediction model for postoperative pulmonary complications (PPCs) by continuously monitoring respiratory physiological parameters of cardiac valve surgery patients during the preoperative 6-Minute Walk Test (6MWT) with a wearable device. By enrolling 53 patients with cardiac valve diseases in the Department of Cardiovascular Surgery, West China Hospital, Sichuan University, the grouping was based on the presence or absence of PPCs in the postoperative period. The 6MWT continuous respiratory physiological parameters collected by the SensEcho wearable device were analyzed, and the group differences in respiratory parameters and oxygen saturation parameters were calculated, and a prediction model was constructed. The results showed that continuous monitoring of respiratory physiological parameters in 6MWT using a wearable device had a better predictive trend for PPCs in cardiac valve surgery patients, providing a novel reference model for integrating wearable devices with the clinic.

References
1.
Baig M, GholamHosseini H, Moqeem A, Mirza F, Linden M . A Systematic Review of Wearable Patient Monitoring Systems - Current Challenges and Opportunities for Clinical Adoption. J Med Syst. 2017; 41(7):115. DOI: 10.1007/s10916-017-0760-1. View

2.
Lin B, Jhang R, Lin B . Wearable Cardiopulmonary Function Evaluation System for Six-Minute Walking Test. Sensors (Basel). 2019; 19(21). PMC: 6865179. DOI: 10.3390/s19214656. View

3.
Tanner T, Colvin M . Pulmonary Complications of Cardiac Surgery. Lung. 2020; 198(6):889-896. PMC: 7655908. DOI: 10.1007/s00408-020-00405-7. View

4.
. ATS statement: guidelines for the six-minute walk test. Am J Respir Crit Care Med. 2002; 166(1):111-7. DOI: 10.1164/ajrccm.166.1.at1102. View

5.
Rutkowski S, Buekers J, Rutkowska A, Cieslik B, Szczegielniak J . Monitoring Physical Activity with a Wearable Sensor in Patients with COPD during In-Hospital Pulmonary Rehabilitation Program: A Pilot Study. Sensors (Basel). 2021; 21(8). PMC: 8068926. DOI: 10.3390/s21082742. View