The FDNY responded to 2341 Andrews Ave. just after 2 a.m.
A second person was also being treated.
Fire officials say it started on the on the first floor of the five-story building.
Both victims were taken to NYC Health + Hospitals/Jacobi.
It was not immediately clear how the fire started.