Abstract:
:We compare the sensitivity and specificity of clinician visual waveform analysis against an automated system's waveform analysis in detecting ineffective triggering in mechanically ventilated intensive care unit patients when compared against a reference label set based upon analysis of respiratory muscle activity. Electrical activity of the diaphragm or esophageal/transdiaphragmatic pressure waveforms were available to a single clinician for the generation of a reference label set indicating the ground truth, that is, presence or absence of ineffective triggering, on a breath-by-breath basis. Pressure and flow versus time tracings were made available to (i) a group of three clinicians; and (ii) the automated Syncron-E™ system capable of detecting patient-ventilator asynchrony in real-time, in order to obtain breath-by-breath labels indicating the presence or absence of ineffective triggering. The clinicians and the automated system did not have access to other waveforms such as electrical activity of the diaphragm or esophageal/transdiaphragmatic pressure. In total, 926 breaths were analyzed across the seven patients. Specificity for clinicians and the automated system were high (99.3% for clinician and 98.5% for the automated system). The automated system had a significantly higher sensitivity (83.2%) compared to clinicians (41.1%). Ineffective triggering detected by the automated system, which has access only to airway pressure and flow versus time tracings, is in substantial agreement with a reference detection derived from analysis of invasively measured patient effort waveforms.
journal_name
J Clin Monit Computjournal_title
Journal of clinical monitoring and computingauthors
Phan TS,Costa R,Haddad WM,Mullis JC,Price LT,Cason AD,Bailey JM,Gholami Bdoi
10.1007/s10877-019-00442-5subject
Has Abstractpub_date
2020-12-01 00:00:00pages
1233-1237issue
6eissn
1387-1307issn
1573-2614pii
10.1007/s10877-019-00442-5journal_volume
34pub_type
杂志文章abstract::Sedation in locations outside the operating room (OR) is common. Guidelines for safe patient monitoring have been updated by the American Society of Anesthesiology to include monitoring of ventilation and/or carbon dioxide (CO2). Although technologies exist to monitor these variables, the quality and/or availability o...
journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2017-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
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更新日期:2019-04-01 00:00:00
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更新日期:2018-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2015-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:1999-05-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
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pub_type: 杂志文章
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更新日期:2014-12-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1007/s10877-020-00584-x
更新日期:2020-09-29 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1007/s10877-019-00456-z
更新日期:2020-01-02 00:00:00
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pub_type: 杂志文章,随机对照试验
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更新日期:2018-12-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2019-04-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1007/s10877-017-0088-x
更新日期:2018-10-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1007/s10877-012-9334-4
更新日期:2012-04-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 社论
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更新日期:2020-06-23 00:00:00
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pub_type: 杂志文章
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更新日期:2006-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1007/s10877-018-0134-3
更新日期:2019-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2018-10-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章,评审
doi:10.1007/s10877-010-9234-4
更新日期:2010-06-01 00:00:00
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pub_type: 杂志文章
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章,随机对照试验
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更新日期:2015-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 临床试验,杂志文章
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更新日期:2010-12-01 00:00:00
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pub_type: 杂志文章
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更新日期:2020-08-04 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2009-08-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2020-10-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
doi:10.1023/a:1009972223750
更新日期:1999-08-01 00:00:00
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pub_type: 杂志文章
doi:10.1007/s10877-008-9135-y
更新日期:2008-08-01 00:00:00
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pub_type: 杂志文章
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更新日期:2017-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章
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更新日期:2010-02-01 00:00:00
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journal_title:Journal of clinical monitoring and computing
pub_type: 杂志文章,评审
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更新日期:2006-10-01 00:00:00