Mushrooms, often categorized as vegetables and commonly found in supermarket produce sections, are actually fungi. All mushrooms are low in calories and fat and provide such important nutrients as potassium, selenium, riboflavin, niacin, and vitamin D. Here are some healthy mushrooms to consider.