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Illustration of the proposed attention-guided deep domain adaptation (AD2A) framework for MRI-based dementia identification. There are three main components: 1) a feature encoding module, 2) an attention discovery module, and 3) a domain transfer module with adversarial learning for knowledge transfer between the source and target domains.
