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This lecture delves into brain fingerprinting, focusing on individual differences and brain connectivity patterns. It covers topics such as brain connectomics, functional MRI, identifiability optimization, PCA reconstruction, and clinical applications. The instructor explores the quest for brain fingerprint identification, the impact of PCA cleaning, and the maximization of identifiability across different tasks and imaging sites.