Books set in the Roman/Byzantine Empire, but involving vampires, werewolves, demons or other supernatural or occult elements?

I remember once reading a novel in which vampires were running around the Roman Empire and consorting with Caesars, but I can't for the life of me remember what it was called.

But there must be more than a few books on similar topics out there … ?