A shallow 2D self-attention-CNN framework for depression severity identification using EEG functional connectivity network

Yihan Zhou, Xiaokang Yu, Huiping Lin, Rihui Li, Jiuxing Liang, Xue Shi, Yuxi Luo. A shallow 2D self-attention-CNN framework for depression severity identification using EEG functional connectivity network. Biomed. Signal Proc. and Control, 115:109397, 2026. [doi]

@article{ZhouYLLLSL26,
  title = {A shallow 2D self-attention-CNN framework for depression severity identification using EEG functional connectivity network},
  author = {Yihan Zhou and Xiaokang Yu and Huiping Lin and Rihui Li and Jiuxing Liang and Xue Shi and Yuxi Luo},
  year = {2026},
  doi = {10.1016/j.bspc.2025.109397},
  url = {https://doi.org/10.1016/j.bspc.2025.109397},
  researchr = {https://researchr.org/publication/ZhouYLLLSL26},
  cites = {0},
  citedby = {0},
  journal = {Biomed. Signal Proc. and Control},
  volume = {115},
  pages = {109397},
}