Physiatry, also called physical medicine and rehabilitation, is a medical specialty that uses physical means to help in diagnosis, healing, and rehabilitation. Physiatrists specialize in the treatment of patients with chronic illness (stroke) or injury (spinal cord, brain), acute and chronic pain, and musculoskeletal injuries..