脑机接口 / BCI

A spatiotemporal fused network considering electrode spatial topology and time-window transition for MDD detection

考虑电极空间拓扑和时间窗口过渡的时空融合网络用于MDD检测

Chen-Yang Xu, Han-Guang Wang, Lan Zhang, Yong-Hui Zhang, Hui-Rang Hou, Qing-Hao Meng

专题命中 BCI数据与评测 ：EEG(abstract)；分类 cs.LG

AI总结 本文提出SET-TIME网络，通过融合电极空间拓扑和时间窗口过渡信息，提升EEG信号中MDD检测的准确率。

Comments 21pages, 8 figures

Journal ref 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Wuhan, China, 2025, pp. 6433-6440