Various organizations are responsible for setting regulations and standards in epidemiology. These include the World Health Organization (WHO), the Centers for Disease Control and Prevention (CDC), and national public health bodies. Additionally, institutional review boards (IRBs) and ethics committees play crucial roles in overseeing research protocols.