In cancer diagnosis, specificity is vital to distinguish between malignant and benign tissues. High-specificity diagnostic tests ensure that non-cancerous conditions are not mistaken for cancer, reducing unnecessary anxiety and follow-up procedures. Methods such as biopsies, advanced imaging techniques, and molecular diagnostics rely on high specificity to provide accurate diagnoses.