Recurrence detection in histology involves identifying the return of a disease, usually cancer, after treatment and an initial period of remission. This process is crucial for timely intervention and can significantly impact patient prognosis. Histological examination, involving microscopic analysis of tissue samples, plays a pivotal role in this detection.