An Innovative Deep Learning Approach for Ventilator Associated Pneumonia ( VAP) Prediction in Intensive Care UnitsPneumonia Risk Evaluation and Diagnostic Intelligence via Computational Technology (PREDICT) 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 : Ventilator Associated Pneumonia (VAP) Time of Care Philips DreamStation BiPAP AVAPS Noninvasive ventilator