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Explainable Machine Learning to Predict Successful Weaning Among Patients Requiring Prolonged Mechanical Ventilation: A Retrospective Cohort Study in Central Taiwan

Objective: The number of patients requiring prolonged mechanical ventilation (PMV) is increasing worldwide, but the weaning outcome prediction model in these patients is still lacking. We hence aimed to develop an explainable machine learning (ML) model to predict successful weaning in patients requ...

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發表在:Front Med (Lausanne)
Main Authors: Lin, Ming-Yen, Li, Chi-Chun, Lin, Pin-Hsiu, Wang, Jiun-Long, Chan, Ming-Cheng, Wu, Chieh-Liang, Chao, Wen-Cheng
格式: Artigo
語言:Inglês
出版: Frontiers Media S.A. 2021
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC8104124/
https://ncbi.nlm.nih.gov/pubmed/33968967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmed.2021.663739
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