G'mornin Bob!
I've been using welding oxygen for 7 years now with no ill effects! The O2 itself is the same as medical....the difference is that medical tanks are vacuumed prior to refill while welding tanks just get a sniff test.
Just don't let them know that you intend to breathe it!
Dallas Denny