Ventilator Associated Pneumonia (VAP): Stop ordering a culture and hoping for the best. The right respiratory sample, collected at the right time and reported with interpretation, changes treatment. Here's what matters : Real time prediction of ventilator associated pneumonia onset in ICU: development of a dynamic machine learning model Journal of Anesthesia, Analgesia and Critical Care Springer Nature Link Pixy by Time Bomb Vapors Vapecentric turn Slime Time Disposable 1g turn