You need to use potions to heal before you go into the boss fight. You'll only need to heal the element that the enemies deal the most damage to, but I can't remember which one that is off the top of my head
Fire, I think. I needed quite a few of them, but you Can drink them all before starting your first fight and then just hit like a truck for the rest of the dungeon.