Constitution is used in Dungeoneering as normal combat. Unlike in normal combat outside Daemonheim, everytime you heal yourself a symbol of a purple cross and the number of hitpoints you healed will appear.
You can eat food here that heal a certain amount of health. You can find out how much they heal on the Dungeoneering/Cooking Guide
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