DDformer: A spatio-temporal-frequency transformer with contrastive learning and data augmentation for robust EEG signals analysis in dementia diagnosis

Expert Systems with Applications 2026

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Authors: Wenlong Jiao, Xueguang Xie, Tzyy-Ping Jung, Jing Wang, Xianglong Wan, Dingna Duan, Hao Yu, Danyang Li, Haiqing Song, Dong Wen

DOI: 10.1016/j.eswa.2026.131395

Cited by: 2

References: 27

Fields of Study & Subjects

EEG and Brain-Computer Interfaces Emotion and Mood Recognition Functional Brain Connectivity Studies

References 27