MethodsPublished 5 August 2026Interpretable machine-learning for depression classification based on a three-component EEG markerHaisheng Zhang · Jing Kan · Wei Tong · Bicheng Wu · Ye Zhao · Yongchun MaFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1869159