You almost need to have a mandrel or a pin mandrel... if you put them between centers, you have a lot of pressure on the inside of the drilled hole and I'm thinking that could split your blank.
I use the HUT mandrel with the rubber stoppers that expand to hold the blank and works just fine... I've seen a video of a turner that uses a pin mandrel held in a collet chuck... seemed to work great for him.