Bandages can be used to treat wounds and recover health points. The consumption of normal bandages gives the status Accelerated Healing for 10 seconds (resulting in a recovery of 10 health points).
Synthile bandages are much more robust gives the status Accelerated Healing for 20 seconds when consumed.
These cannot be used in combat unless you are trained in the Combat Bandaging skill.