Almost all medical disorders can cause delirium. This includes things like infections, cancer, autoimmune disorders, heart attacks, and strokes. The more serious they are, the more likely they are to cause delirium. People admitted to intensive care units (ICUs) are much more likely to have delirium, with anywhere from 35 to 80 percent of critically ill patients being diagnosed with it, depending upon the study.