Potion of Restoration

Makes the Hero invulnerable to damage for 15 seconds when used. An invulnerable Hero may not be the target of spells or effects.

Source
Tyrande and Furion can buy these from Goblin Merchants in Twilight of the Gods, chapter 7 of the Warcraft III night elf campaign, Eternity's End.