Shin splints can be treated by getting enough rest and by using cold therapy. Cryotherapy can be applied to the affected area for 15 to 20 minutes, four to eight times a day, whenever needed. You may use a shin sleeve or compression device can help lessen the pain while walking. A massage can also help to relax your muscles.