The incident was reported just after 1 p.m. on Cruger Avenue in the Pelham Parkway section.
Authorities say the suspect, who was unknown to the victim, entered the apartment through an unlocked door while wearing a ski mask.
Police said the woman was taken to the hospital after the assault.
Few other details were released.
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