Update the quantity after PO invoiced

Hi All,

i have an partial invoiced PO, and by mistake i cancel the remaining qty from "delivery reminder" and the status of the PO became Invoiced. Is it possible to add back the qty which i canceled without adding the new line in the PO. 

Please advise.