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Major depressive disorder assessment via enhanced k-nearest neighbor method and EEG signals

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The aim of this paper is to introduce a novel method using short-term EEG signals to separate depressed patients from healthy controls. Five common frequency bands (delta, theta, alpha, beta and gamma) were extracted from the signals as linear features, as wel... ...