It happened Friday night in the 3500-block of South Rhodes.
Police said the woman answered a knock at her door and a man forced his way inside. According to investigators, he put a knife to the woman's throat.
The pair struggled. The woman suffered injuries to her face and one finger was cut. The man made off with a coin collection.
She was treated and released from the hospital. Police are investigating a person of interest.