Individuals with certain health conditions should avoid the ketogenic diet or consult with a healthcare provider before starting. This includes people with pancreatitis, liver failure, disorders of fat metabolism, and carnitine deficiency. Pregnant or breastfeeding women should also avoid this diet due to the heightened nutritional needs during these periods.