Out of control signals in the context of epidemiology refer to indicators that suggest a deviation from the expected pattern of disease occurrence within a population. These signals are critical for identifying potential epidemics, emerging infectious diseases, and other public health threats. They may manifest as sudden increases in the number of cases, unusual clusters of illness, or patterns that deviate from historical baselines.