Explainable machine learning approach to predict extubation in critically ill ventilated patients: a retrospective study in central Taiwan

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Explainable machine learning approach to predict extubation in critically ill ventilated patients: a retrospective study in central Taiwan

Kai-Chih Pai, Shao-An Su, Ming-Cheng Chan, Chieh-Liang Wu, Wen-Cheng Chao

Nov 14, 2022

BMC Anesthesiology

DOI :

10.1186/s12871-022-01888-y

Article Institutional access

Weaning from mechanical ventilation (MV) is an essential issue in critically ill patients, and we used an explainable machine learning (ML) approach to establish an extubation prediction model.

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