While there is no sure way to prevent thyroid cancer, certain measures can reduce risk. Limiting exposure to unnecessary radiation, maintaining a healthy diet, and being aware of family history can be beneficial. Genetic testing may be recommended for individuals with a family history of medullary thyroid cancer.