A mentally-challenged woman was allegedly raped by a ward boy and a security guard in the lift of a municipal hospital at Bhosari the area on the outskirts of Pune on Saturday, the police said. Both the accused have been arrested and sent to police custody till September 4. Medical report of the woman is awaited.