Having played the leaked build, I can say that the health bar replenishes very slowly and you go down pretty quick. It's still hard, so don't cut yourself off, because the rest of the game is pretty good too.
Ironically, you can still carry an inventory full of snack bars. It's a Deus Ex game to it's core, even in some of the ways you might not miss (bland protagonist, odd animations).