Explainable machine learning to predict successful weaning of mechanical ventilation in critically ill patients requiring hemodialysis

HIGHLIGHTS

  • who: Ming-Yen Lin et al. from the Department of Information Engineering and Computer Science, Feng Chia University, Taichung, Taiwan have published the research work: Explainable Machine Learning to Predict Successful Weaning of Mechanical Ventilation in Critically Ill Patients Requiring Hemodialysis, in the Journal: Healthcare 2023, 11, 910. of 21/03/2023
  • what: The authors attempt to develop a weaning prediction model for patients with both respiratory and renal failure using an machine learning (XML) approach. This study was conducted using the eICU collaborative research database (eICU-CRD), which consisted of the de-identified health . . .

     

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