Signatures of illness in children requiring unplanned intubation in the pediatric intensive care unit: A retrospective cohort machine-learning study

• Main Authors: Michael C. Spaeder (Author), J. Randall Moorman (Author), Liza P. Moorman (Author), Michelle A. Adu-Darko (Author), Jessica Keim-Malpass (Author), Douglas E. Lake (Author), Matthew T. Clark (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Acute respiratory failure requiring the initiation of invasive mechanical ventilation remains commonplace in the pediatric intensive care unit (PICU). Early recognition of patients at risk for respiratory failure may provide clinicians with the opportunity to intervene and potentially improve outcom...