Diagnosing VAP in neonates can be challenging due to non-specific clinical signs. Common indicators include a new or persistent infiltrate on a chest radiograph, changes in ventilator settings (like increased oxygen requirements), and clinical signs of infection such as fever or leukocytosis. Microbiological confirmation through tracheal aspirates or bronchoalveolar lavage is often necessary for a definitive diagnosis.