Early prediction of extubation failure in AECOPD patients using emergency department data: a multicenter interpretable machine learning study

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Publication Details

Journal
BMC Emergency Medicine
Published
2026-11-06
DOI
https://doi.org/10.1186/s12873-026-01839-7
Primary Topic
Respiratory Support and Mechanisms
Type
article
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article

Early prediction of extubation failure in AECOPD patients using emergency department data: a multicenter interpretable machine learning study

Chen Xu, Xuzhi Wen, Shuo Chen, Ji Zhou
3 links
BMC Emergency Medicine
Respiratory Support and Mechanisms
article

Early prediction of extubation failure in AECOPD patients using emergency department data: a multicenter interpretable machine learning study

Chen Xu, Xuzhi Wen, Shuo Chen, Ji Zhou
article en

Abstract

No abstract available for this paper.
BMC Emergency Medicine
Yixing People's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 13%
Respiratory Support and Mechanisms
DOIOpen Access PDFOpenAlex
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Early prediction of extubation failure in AECOPD patients using emergency department data: a multicenter interpretable machine learning study — Chen Xu, Xuzhi Wen, et al. · BMC Emergency Medicine (2026) | TGRS Research Map | TGRS