Diagnosis of RDS is based on clinical presentation, including grunting, nasal flaring, and cyanosis within the first few hours after birth. Chest X-rays are often used to confirm the diagnosis, showing a characteristic "ground-glass" appearance. Blood gas analysis may also be performed to assess oxygen and carbon dioxide levels in the blood.