The blaze was reported from the electric panel box on the second floor of the hospital at around 12 noon.
A short-circuit is suspected to be the cause of fire. Two fire tenders were rushed to the spot to douse the fire, the officials said.
Earlier this month, a fire had broken out in an operation theatre of the hospital.