Yes, pinched nerves can heal on their own, with rest and over-the-counter pain-medications helping to relieve the pressure being placed on the nerves. If the pain or other symptoms last more than a few days, see a physician. Persistent pinched nerves that do not heal on their own can lead to permanent nerve damage.