Maybe, but probably not. Most of the foods that are labeled as “healthy” aren’t, and many of the foods that are labeled as unhealthy are. Examples of supposedly healthy foods that you should avoid include soy, whole grains (brown rice, quinoa, etc.), legumes and many other plants.  Examples of supposedly unhealthy foods that are in fact healthy include saturated fats, eggs and red meat.