You can mark the centre at one end of the blank and make an indent then put it loosely in your jaws, bring up the tailstock with live-centre and put the indent onto the live centre and tighten the jaws. change the live centre for your bit holder and drill.
I used to do it like that, but now I just put the blank in the Jaws and visually check it is running close to true.
Peter