Befriend your local emergency room nurse. He often has several kicking around in the cellar and they come with sterile oxygen tubing. Not that I know anything about that.
No trouble finding the tanks (at Home Depot), but didn't see the regulator to fit it. I've seen them on some of the homebrew sites, but them seem a bit expensive. Anyone know where they can be got?