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News/Beyond Augmentation: Score-Guided Pathological Prior for EEG-based Depression Detection
arxiv
PublishedJune 2, 2026 at 4:00 AM
—neutral

Beyond Augmentation: Score-Guided Pathological Prior for EEG-based Depression Detection

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arXiv:2606.00180v1 Announce Type: cross Abstract: Deep learning-based Major Depressive Disorder (MDD) detection using Electroencephalography (EEG) is fundamentally constrained by the "small-sample dilemma." Prevailing generative data augmentation methods not only incur heavy computational overhead b

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