A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation
The synchrony of patient-ventilator interaction affects the process of mechanical ventilation which is clinically applied for respiratory support. The occurrence of patient-ventilator asynchrony (PVA) not only increases the risk of ventilator complications but also affects the comfort of patients. T...
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Series: | Complexity |
Online Access: | http://dx.doi.org/10.1155/2020/4828420 |
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doaj-e510863ce3a64faf9a62cc675252a0032020-11-25T03:42:49ZengHindawi-WileyComplexity1076-27871099-05262020-01-01202010.1155/2020/48284204828420A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical VentilationLiming Hao0Shuai Ren1Yan Shi2Na Wang3Yixuan Wang4Zujin Luo5Fei Xie6Meng Xu7Jian Zhang8Maolin Cai9School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaDepartment of Respiratory and Critical Care Medicine, Beijing Engineering Research Center of Respiratory and Critical Care Medicine, Beijing Institute of Respiratory Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100043, ChinaDepartment of Pulmonary and Critical Care Medicine, Chinese PLA General Hospital, Beijing 100039, ChinaDepartment of Orthopedics, Chinese PLA General Hospital, Beijing 100039, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, ChinaThe synchrony of patient-ventilator interaction affects the process of mechanical ventilation which is clinically applied for respiratory support. The occurrence of patient-ventilator asynchrony (PVA) not only increases the risk of ventilator complications but also affects the comfort of patients. To solve the problem of uncertain patient-ventilator interaction in the mechanical ventilation system, a novel method to evaluate patient-ventilator synchrony is proposed in this article. Firstly, a pneumatic model is established to simulate the mechanical ventilation system, which is verified to be accurate by the experiments. Then, the PVA phenomena are classified and detected based on the analysis of the ventilator waveforms. On this basis, a novel synchrony index SIhao is established to evaluate the patient-ventilator synchrony. It not only solves the defects of previous evaluation indexes but also can be used as the response parameter in the future research of ventilator control algorithms. The accurate evaluation of patient-ventilator synchrony can be applied to the adjustment of clinical strategies and the pathological analyses of patients. This research can also reduce the burden on clinicians and help to realize the adaptive control of the mechanical ventilation and weaning process in the future.http://dx.doi.org/10.1155/2020/4828420 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Liming Hao Shuai Ren Yan Shi Na Wang Yixuan Wang Zujin Luo Fei Xie Meng Xu Jian Zhang Maolin Cai |
spellingShingle |
Liming Hao Shuai Ren Yan Shi Na Wang Yixuan Wang Zujin Luo Fei Xie Meng Xu Jian Zhang Maolin Cai A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation Complexity |
author_facet |
Liming Hao Shuai Ren Yan Shi Na Wang Yixuan Wang Zujin Luo Fei Xie Meng Xu Jian Zhang Maolin Cai |
author_sort |
Liming Hao |
title |
A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation |
title_short |
A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation |
title_full |
A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation |
title_fullStr |
A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation |
title_full_unstemmed |
A Novel Method to Evaluate Patient-Ventilator Synchrony during Mechanical Ventilation |
title_sort |
novel method to evaluate patient-ventilator synchrony during mechanical ventilation |
publisher |
Hindawi-Wiley |
series |
Complexity |
issn |
1076-2787 1099-0526 |
publishDate |
2020-01-01 |
description |
The synchrony of patient-ventilator interaction affects the process of mechanical ventilation which is clinically applied for respiratory support. The occurrence of patient-ventilator asynchrony (PVA) not only increases the risk of ventilator complications but also affects the comfort of patients. To solve the problem of uncertain patient-ventilator interaction in the mechanical ventilation system, a novel method to evaluate patient-ventilator synchrony is proposed in this article. Firstly, a pneumatic model is established to simulate the mechanical ventilation system, which is verified to be accurate by the experiments. Then, the PVA phenomena are classified and detected based on the analysis of the ventilator waveforms. On this basis, a novel synchrony index SIhao is established to evaluate the patient-ventilator synchrony. It not only solves the defects of previous evaluation indexes but also can be used as the response parameter in the future research of ventilator control algorithms. The accurate evaluation of patient-ventilator synchrony can be applied to the adjustment of clinical strategies and the pathological analyses of patients. This research can also reduce the burden on clinicians and help to realize the adaptive control of the mechanical ventilation and weaning process in the future. |
url |
http://dx.doi.org/10.1155/2020/4828420 |
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