Extubation Readiness/Success Models

Pre-extubation Model

This app allows clinicians to enter pertinent clinical data on an intubated preterm neonate to determine the probability that a subsequent extubation, planned on clinical grounds, is likely to succeed or fail.

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Post-Extubation Model

This app allows clinicians to enter pertinent clinical data on a neonate that has been recently extubated to see a plot of the risk of reintubation over time for the patient.

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References:

  1. Predicting Extubation Outcomes—A Model Incorporating Heart Rate Characteristics Index.  Nitin Goel, Mallinath Chakraborty, William John Watkins, Sujoy Banerjee.  J Pediatr 2018.
  2. Predicting extubation readiness and success using Heart Rate Characteristics Index in Preterm Infants – Re-Analysis of a Randomised Controlled Trial.  Mallinath Chakraborty, William John Watkins, Katherine Tansey, William E. King, Sujoy Banerjee.  Manuscript in process.