Swollen knee. Treatment depends on what type of arthritis is causing the problem. Is this a chronic problem and are you being treated for arthritis? If not you should call your doctor for a examination to determine the cause of your swollen knee and to advise treatment. You may need a specialist for care of some types of arthritis. Rheumatologists are specialists in the treatment of arthritis. Let us know.