In neonates, the signs and symptoms of pulmonary embolism can be subtle and non-specific. Common symptoms may include sudden onset of respiratory distress, cyanosis, and a drop in oxygen saturation. These symptoms can mimic other more common neonatal conditions like respiratory distress syndrome or persistent pulmonary hypertension of the newborn, making diagnosis challenging.