regex expression to preg_replace data:image(anything)"
data:image(any number of characters except of doublequotes)"

$string = preg_replace('/data:image[^"]*"$/', 'data:image"', $string);

$string = preg_replace('/data:image([^"]*)"$/', '1', $string);