Vim : replacing text with matched text

For e.g. If my input is : 

$this->Lang("abc");

$this->Lang("kkk");

and I want to make it : 

"abc";

"kkk";

then : 

:1,$ s/$this->Lang(\(.*\))/\1/

\1 denotes the text matched between first \( \)

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