What Is a Healthy High Calorie Diet?. Part of the series: Vitamins & Diets. A diet that is high in calories, but also healthy will include healthy fats, healthy protein and healthy carbohydrates. Avoid processed foods and sugars in a high calories diet with tips from a registered dietitian and licensed nutritionist in this free video on nutrition and healthy eating.