The fire broke out at 4:15 a.m. on the top floor of the Bradford Street house in East New York.
The victims were rushed to Brookdale University Hospital in critical condition.
Twelve units with 60 firefighters and EMS personnel responded to the scene.
The fire was brought under control just before 5 a.m.
The cause of the fire is under investigation.
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