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Title:          Development and validation of a sample entropy-based method to identify complex patient-ventilator interactions during mechanical ventilation
Subject:        Scientific Reports, https://doi.org/10.1038/s41598-020-70814-4
Author:         Leonardo Sarlabous 
Creator:        Springer
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     Item: 
      Title: Development and validation of a sample entropy-based method to identify complex patient-ventilator interactions during mechanical ventilation
      Children: 
       Item: 
        Title: Anchor 2
       Item: 
        Title: Anchor 3
       Item: 
        Title: Methods
        Children: 
         Item: 
          Title: Defining complex patient ventilator interactions. 
         Item: 
          Title: Data acquisition and data analysis. 
         Item: 
          Title: Study population. 
         Item: 
          Title: Visual validation of CP-VI. 
         Item: 
          Title: Sample entropy. 
         Item: 
          Title: Automatic CP-VI detection. 
         Item: 
          Title: Statistical analysis. 
         Item: 
          Title: Optimization procedure (selection of m, r, and Th). 
       Item: 
        Title: Results
        Children: 
         Item: 
          Title: Visual CP-VI analysis by experts. 
         Item: 
          Title: Detecting CP-VI with SE. 
         Item: 
          Title: Optimization of SE settings, Th detection using a repeated holdout cross-validation procedure. 
       Item: 
        Title: Discussion
       Item: 
        Title: Conclusion
       Item: 
        Title: References
       Item: 
        Title: Acknowledgments
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    Title: Development and validation of a sample entropy-based method to identify complex patient-ventilator interactions during mechanical ventilation
    Author: Leonardo Sarlabous 
    Subject: Scientific Reports, https://doi.org/10.1038/s41598-020-70814-4
    Creator: Springer
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AM = Accepted Manuscript
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