Emergency services were called to an apartment block in Bungalow, an inner suburb of Cairns, on Monday morning.
They were unable to revive the two infants, who both had special medical needs.
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Police said on Tuesday morning the Cairns Child Protection Investigation Unit was investigating their deaths.
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