It is actually revert since in Islam it is believe that every human born is born Muslim in their natural state. It is not until they are older that their original state changes because of parents or environment. This is the reason why they would be called reverts, because they are reverting to their original state.
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TAWH33D ORIGIN OF RELIGIONS ISLAM 