Preparation for a barium sulfate procedure generally involves dietary restrictions and fasting. Patients are often instructed to avoid eating or drinking for a certain period before the procedure. Additionally, they may be advised to follow a clear liquid diet or take a laxative to empty their bowels, particularly for procedures like a barium enema.