In the context of nursing, signature-based detection refers to a method used to identify specific patterns, symptoms, or anomalies in patient health data. This technique leverages pre-defined criteria or "signatures" to recognize known health conditions, diseases, or potential risks. It is a common approach in clinical decision support systems and health monitoring technologies.