Non-rebreather masks are often used in emergency situations where a patient is experiencing severe respiratory distress or hypoxemia. Indications include conditions such as acute asthma attacks, severe respiratory infections, trauma, carbon monoxide poisoning, and acute heart failure. The goal is to deliver a high concentration of oxygen quickly to stabilize the patient's condition.