{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,31]],"date-time":"2026-08-31T15:47:38Z","timestamp":1788191258850,"version":"build-2803163510"},"reference-count":21,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T00:00:00Z","timestamp":1676505600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National High-Level Hospital Clinical Research Funding","award":["2022-PUMCH-B-115"],"award-info":[{"award-number":["2022-PUMCH-B-115"]}]},{"name":"National High-Level Hospital Clinical Research Funding","award":["2022-PUMCH-D-005"],"award-info":[{"award-number":["2022-PUMCH-D-005"]}]},{"name":"National High-Level Hospital Clinical Research Funding","award":["2021-I2M-1-048"],"award-info":[{"award-number":["2021-I2M-1-048"]}]},{"name":"National High-Level Hospital Clinical Research Funding","award":["2021-I2M-1-062"],"award-info":[{"award-number":["2021-I2M-1-062"]}]},{"name":"National High-Level Hospital Clinical Research Funding","award":["Z201100006820126"],"award-info":[{"award-number":["Z201100006820126"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2022-PUMCH-B-115"],"award-info":[{"award-number":["2022-PUMCH-B-115"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2022-PUMCH-D-005"],"award-info":[{"award-number":["2022-PUMCH-D-005"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2021-I2M-1-048"],"award-info":[{"award-number":["2021-I2M-1-048"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2021-I2M-1-062"],"award-info":[{"award-number":["2021-I2M-1-062"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["Z201100006820126"],"award-info":[{"award-number":["Z201100006820126"]}]},{"name":"Beijing Nova Program from the Beijing Municipal Science and Technology Commission","award":["2022-PUMCH-B-115"],"award-info":[{"award-number":["2022-PUMCH-B-115"]}]},{"name":"Beijing Nova Program from the Beijing Municipal Science and Technology Commission","award":["2022-PUMCH-D-005"],"award-info":[{"award-number":["2022-PUMCH-D-005"]}]},{"name":"Beijing Nova Program from the Beijing Municipal Science and Technology Commission","award":["2021-I2M-1-048"],"award-info":[{"award-number":["2021-I2M-1-048"]}]},{"name":"Beijing Nova Program from the Beijing Municipal Science and Technology Commission","award":["2021-I2M-1-062"],"award-info":[{"award-number":["2021-I2M-1-062"]}]},{"name":"Beijing Nova Program from the Beijing Municipal Science and Technology Commission","award":["Z201100006820126"],"award-info":[{"award-number":["Z201100006820126"]}]},{"name":"the 5G Network Construction of Remote Intensive care and Application of Critical Infection Standard Diagnosis and Treatment Cloud Platform","award":["2022-PUMCH-B-115"],"award-info":[{"award-number":["2022-PUMCH-B-115"]}]},{"name":"the 5G Network Construction of Remote Intensive care and Application of Critical Infection Standard Diagnosis and Treatment Cloud Platform","award":["2022-PUMCH-D-005"],"award-info":[{"award-number":["2022-PUMCH-D-005"]}]},{"name":"the 5G Network Construction of Remote Intensive care and Application of Critical Infection Standard Diagnosis and Treatment Cloud Platform","award":["2021-I2M-1-048"],"award-info":[{"award-number":["2021-I2M-1-048"]}]},{"name":"the 5G Network Construction of Remote Intensive care and Application of Critical Infection Standard Diagnosis and Treatment Cloud Platform","award":["2021-I2M-1-062"],"award-info":[{"award-number":["2021-I2M-1-062"]}]},{"name":"the 5G Network Construction of Remote Intensive care and Application of Critical Infection Standard Diagnosis and Treatment Cloud Platform","award":["Z201100006820126"],"award-info":[{"award-number":["Z201100006820126"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"abstract":"<jats:p>Background: In the process of mechanical ventilation, the problem of patient-ventilator asynchrony (PVA) is faced. This study proposes a self-developed remote mechanical ventilation visualization network system to solve the PVA problem. Method: The algorithm model proposed in this study builds a remote network platform and achieves good results in the identification of ineffective triggering and double triggering abnormalities in mechanical ventilation. Result: The algorithm has a sensitivity recognition rate of 79.89% and a specificity of 94.37%. The sensitivity recognition rate of the trigger anomaly algorithm was as high as 67.17%, and the specificity was 99.92%. Conclusions: The asynchrony index was defined to monitor the patient\u2019s PVA. The system analyzes real-time transmission of respiratory data, identifies double triggering, ineffective triggering, and other anomalies through the constructed algorithm model, and outputs abnormal alarms, data analysis reports, and data visualizations to assist or guide physicians in handling abnormalities, which is expected to improve patients\u2019 breathing conditions and prognosis.<\/jats:p>","DOI":"10.3390\/jcm12041570","type":"journal-article","created":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T05:11:29Z","timestamp":1676524289000},"page":"1570","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":12,"title":["Establishment and Application of a Patient-Ventilator Asynchrony Remote Network Platform for ICU Mechanical Ventilation: A Retrospective Study"],"prefix":"10.3390","volume":"12","author":[{"given":"Longxiang","family":"Su","sequence":"first","affiliation":[{"name":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunping","family":"Lan","sequence":"additional","affiliation":[{"name":"Intensive Care Unit, Sichuan Academy of Medical Sciences & Sichuan Provincial People\u2019s Hospital, School of Medicine, University of Electronic Science and Technology, Chengdu 610000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yi","family":"Chi","sequence":"additional","affiliation":[{"name":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fuhong","family":"Cai","sequence":"additional","affiliation":[{"name":"Shanghai Shumu Medical Technology Co., Ltd., Shanghai 201103, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhenfeng","family":"Bai","sequence":"additional","affiliation":[{"name":"Shanghai Shumu Medical Technology Co., Ltd., Shanghai 201103, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xianlong","family":"Liu","sequence":"additional","affiliation":[{"name":"Shanghai Shumu Medical Technology Co., Ltd., Shanghai 201103, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaobo","family":"Huang","sequence":"additional","affiliation":[{"name":"Intensive Care Unit, Sichuan Academy of Medical Sciences & Sichuan Provincial People\u2019s Hospital, School of Medicine, University of Electronic Science and Technology, Chengdu 610000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Song","family":"Zhang","sequence":"additional","affiliation":[{"name":"Center for Medical Device Evaluation, National Medical Products Administration, Beijing 100081, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yun","family":"Long","sequence":"additional","affiliation":[{"name":"Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing 100730, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,2,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"2878","DOI":"10.21037\/jtd.2019.07.51","article-title":"Economic variations in patterns of care and outcomes of patients receiving invasive mechanical ventilation in China: A national cross-sectional survey","volume":"11","author":"Liu","year":"2019","journal-title":"J. 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