Respiratory Failure

Respiratory

Can we predict the future of respiratory failure prediction?

Summary This article examines current methods of predicting respiratory failure, emphasizing existing scoring systems, biomarkers, and their limitations. It introduces machine learning (ML) as a promising alternative for predicting acute respiratory failure and reviews key challenges to integrating ML into clinical practice. The authors advocate for rigorous validation, thoughtful trial design, and clinician collaboration to […]

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Mechanical Ventilation

Monitoring patients with acute respiratory failure during non-invasive respiratory support to minimize harm and identify treatment failure

Summary of “Monitoring patients with acute respiratory failure during non-invasive respiratory support to minimize harm and identify treatment failure” Abstract: This review article emphasizes the importance of monitoring patients with acute respiratory failure (ARF) who are undergoing non-invasive respiratory support (NRS), such as high-flow nasal oxygen (HFNO), continuous positive airway pressure (CPAP), or non-invasive ventilation

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