Signs or symptoms: Pain, stiffness and occasionally swelling from the joint; also, loss of adaptability in the joint? Warmth and ice therapy can the two help take care of knee osteoarthritis. Ice packs applied around knee joints can reduce the swelling, and permit a wider choice of movement.