While it may not be entirely preventable, certain strategies can help reduce the risk of developing pallor in cancer patients. These include regular monitoring of blood counts, maintaining a balanced diet, and managing any side effects of cancer treatment proactively. Early intervention and treatment adjustments can make a significant difference.