Author

Haisheng Zhang

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Open access Aug 2026

Interpretable machine-learning for depression classification based on a three-component EEG marker

These findings support the exploratory value of compact EEG markers for interpretable internal discrimination in data-limited eight-channel settings and motivate validation in independent external cohorts.

Haisheng Zhang, Jing Kan, Wei Tong et al. · Frontiers Comput. Neurosci. · 0 citations