Using it will restore a certain percentage of your health. It can also be used to revive from the "Downed State" when your health is depleted.
There are two types of health recovery items: First Aid Meds and Potions. For more details, please refer to the [TIPS] Slay Monsters.
*Please note that during a hunt, once used, a Recovery Item cannot be used again for a while.