ABSTRACT Background: The ventilator-associated event (VAE) surveillance algorithm was brought in to replace the clinical ventilator-associated pneumonia (VAP) surveillance by NHSN in January 2013. This study intends to find the correlation of these surveillance criteria with the clinical VAP rates in a neurosurgery intensive care unit (ICU). Materials and Methods: This was a retrospective analysis of records of patients undergoing invasive mechanical ventilation in a neurosurgery ICU during a 3-month period. Results: Thirty-seven patients underwent invasive mechanical ventilation. The mean age was 56 years. Hypertension was the most common comorbidity among 22 (59.4%) patients. The neurological diagnosis was traumatic brain injury in 19 cases, nontraumatic intracranial hemorrhage in 12 cases, and ischemic stroke in 6 cases. Twenty-one patients had respiratory sample culture positivity and 14 were clinical VAP. The total ventilator days assessed were 82. The clinical VAP rate was 170.7, and the probable VAP (PVAP) rate for the same period was 12.19. Among the 14 patients who developed clinical VAP, 13 (88%) were hospital acquired and caused by multidrug-resistant pathogens. Six patients died during their ICU stay. ICU stay of more than 7 days was significantly associated with a clinical VAP. Conclusions: VAE was found to correlate poorly with a clinical diagnosis of VAP. When used as a surveillance tool in an ICU, it was found to miss important infection-related events in ventilated patients.