Impact
- CPAP Failure in preterm infants experiencing respiratory distress
syndrome can be predicted with high degree of accuracy.
- Accurate prediction of CPAP failure will allow clinicians to make
proactive interventions and reduce unnecessary intubation.
- To the best of our knowledge, this is the first study incorporating
machine learning techniques to predict CPAP Failure on a multicenter
scale.