The incident occurred just before 3:30 a.m. in a house on the 1800 block of East Wensley Street.
According to police, three men wearing masks and one armed, entered through a rear door.
It is unclear how the woman was hurt but she suffered a head injury and was taken to the hospital in stable condition.
The suspects made off with an unknown amount of cash.
Police are investigating.