Preventing anemia in cancer patients involves regular monitoring and addressing risk factors. Nutritional interventions, such as ensuring adequate intake of iron, vitamin B12, and folate, can be beneficial. Early intervention with appropriate treatments at the first signs of anemia can also help prevent more severe complications.