Computer science introduces a variety of sophisticated data analysis techniques to epidemiology. Methods such as machine learning, artificial intelligence, and natural language processing are employed to analyze complex datasets. These techniques help in identifying patterns, predicting outbreaks, and understanding the relationships between different variables.