Eyewitness News is told a 59-year-old woman was critically injured in the blaze. She was taken to nearby Beth Israel Medical Center.
Officials say two police officers who rushed into the burning building were also taken to the hospital for smoke inhalation.
Firefighters were hampered by heavy debris in the second-floor apartment. The cause of the fire is under investigation.