Diagnosing the cause of a skin rash in a cancer patient typically involves a combination of a physical examination, medical history, and possibly a skin biopsy. The healthcare provider may also conduct blood tests or other diagnostic procedures to rule out infections or other underlying conditions. A dermatologist might be consulted to provide a detailed analysis and recommend appropriate treatment options.