While it is challenging to prevent AOP entirely due to its association with prematurity, some strategies can help reduce its incidence. These include optimal prenatal care, avoiding early deliveries when possible, and ensuring the baby is in a warm, stable environment after birth to minimize stress and other contributing factors.