The fire broke out on the 13th floor of the building on North Elliot Place just before 3:15 a.m. Tuesday.
A 59-year-old woman was taken to Brooklyn Hospital in critical condition with burns and smoke inhalation.
The fire was confined to an apartment.
The cause is under investigation.
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