Firefighters have been called to the Maternity Unit at St Mary's Hospital this morning (Friday).
The fire service said it was called to reports of a light fitting which had caught fire.
It's understood the fire was out on arrival.
Crews from Cowes, Newport, and Ryde have helped to ventilate the area.