You need something more than that. By using Stoicism, not only can you find relief for your physical symptoms, but you can also find help for the emotional side effects that are common when you have to live with chronic pain.
Seneca writes in Letter 67.3-4 You ask me whether every good is desirable. You say: "If it is a good to be brave under torture, to go to the stake with a stout heart, to endure illness with resignation, it follows that these things are desirable. But I do not see that any of them is worth praying for. At any rate I have as yet known of no man who has paid a vow by reason of having been cut to pieces by the rod, or twisted out of shape by the gout, or made taller by the rack." My dear Lucilius, you must distinguish between these cases; you will then comprehend that there is something in them that is to be desired. I should prefer to be free from torture; but if the time comes when it must be endured, I shall desire that I may conduct myself therein with bravery, honour, and courage. Of course I prefer that war should not occur; but if war does occur, I shall desire that I may nobly endure the wounds, the starvation, and all that the exigency of war brings. Nor am I so mad as to crave illness; but if I must suffer illness, I shall desire that I may do nothing which shows lack of restraint, and nothing that is unmanly. The conclusion is, not that hardships are desirable, but that virtue is desirable, which enables us patiently to endure hardships.