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This lecture covers the use of text mining for data integration in neuroinformatics, focusing on extracting knowledge from scientific papers to accelerate literature review and summarize brain connectivity data. It also introduces BLUIMA, a text mining system, and NeuroCurator, a tool for annotating model parameters from literature.