The choice of ventilation depends on several factors including the neonate's gestational age, weight, underlying respiratory condition, and overall health status. For instance, extremely premature infants with severe RDS may require invasive ventilation, while late preterm infants with mild respiratory distress might benefit from non-invasive methods.