The choice of cancer therapy is influenced by multiple factors, including the type and stage of cancer, the patient's overall health, genetic mutations present in the cancer, and previous treatments. A multidisciplinary team of oncologists, surgeons, radiologists, and other specialists collaboratively determine the most effective treatment plan.