Predicting invasive mechanical ventilation in COVID 19 patients: A validation study
Liran Statlender,
Leonid Shvartser,
Shmuel Teppler
et al.
Abstract:Introduction
The decision to intubate and ventilate a patient is mainly clinical. Both delaying intubation (when needed) and unnecessarily invasively ventilating (when it can be avoided) are harmful. We recently developed an algorithm predicting respiratory failure and invasive mechanical ventilation in COVID-19 patients. This is an internal validation study of this model, which also suggests a categorized “time-weighted” model.
Methods
We used a dataset of COVID-19 patients who were admitted to Rabin Medica… Show more
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