PHOENIX — Among ventilated adults who underwent extubation, 18.7% were high risk for extubation failure per machine learning even though they met traditional low-risk criteria, according to data presented at the CHEST Annual Meeting.
“Passing a spontaneous breathing trial (SBT) doesn’t mean every patient is equally safe to extubate,” Jeril Lasington, MBBS, medical resident at New York Medical College, St. Clare’s and St. Mary’s Hospitals, told Healio. “For a patient who has been ventilated a long time, has ARDS, pneumonia or sepsis, or is significantly fluid-positive, passing the usual checks