You don't really have to fight the regular zombies. You can just juke them and run past before they can hit you, and even if you take 1 or 2 hits it won't be nearly enough to kill you before you find a medkit.
Most of the other enemies have low enough HP that they die in 1 or 2 hits, or you just have a gun by then.