While it's important to focus on high-calorie, nutrient-dense foods, cancer patients should also aim to maintain a balanced diet. This includes a mix of proteins, carbohydrates, fats, vitamins, and minerals. Foods that are overly processed, high in sugar, or contain trans fats should be limited, as they provide empty calories and can negatively impact overall health.