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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Main Authors: Liming Hao, Shuai Ren, Yan Shi, Na Wang, Yixuan Wang, Zujin Luo, Fei Xie, Meng Xu, Jian Zhang, Maolin Cai
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/4828420
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spelling 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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