In epidemiology, a disease is characterized by its occurrence, distribution, and determinants in specific populations. A disease can be an infectious condition caused by pathogens or a non-infectious condition such as chronic illnesses, genetic disorders, or environmental diseases. The study of these diseases involves understanding various factors that influence their spread and impact.