You can try a plastic rod with a drop of super glue on the end of it.
Chances are, it will not come out (battery swollen). I had one that did that and ended up throwing the pen away.
DO NOT try to remove the nib and push a pen through to get the battery out. Will not work since the electronics for the pen are in that location (between nib and battery).