A clear trend emerges: most studies relied on small, single-site, privately collected datasets, with only limited use of publicly available repositories such as MODMA.
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A systematic review of EEG-based biomarkers for depression, anxiety, and bipolar disorder: trends in explainable artificial intelligence (XAI).
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