In complex cancer cases, diagnosis can be challenging. Advanced imaging techniques such as positron emission tomography (PET) scans, molecular profiling, and biopsies are often necessary to accurately identify the cancer type and stage. These tools help in understanding the cancer's genetic makeup, which is critical for developing a targeted treatment plan.