Continuous monitoring is crucial for neonates on CMV. This includes monitoring of blood gases, oxygen saturation, lung compliance, and tidal volume. Regular chest X-rays and clinical assessments are also necessary to evaluate the effectiveness of ventilation and to detect any complications early.