Fatty liver disease affects nearly one-third of American adults and is one of the leading contributors to liver failure. One of the main ways to prevent and treat fatty liver disease is with diet. A low-fat, reduced-calorie diet can help you lose weight and may control the risk of fatty liver disease. Read on for the 6 foods that improve fatty liver conditions.