Epidemiologists often work with vast amounts of unstructured data, including research papers, public health reports, and social media posts. Manually extracting useful information from these sources is time-consuming and prone to errors. NER can automate this process, providing accurate and timely information that can be used for disease surveillance, outbreak detection, and risk assessment.