MGSN: Depression EEG lightweight detection based on multiscale DGCN and SNN for multichannel topology

X Chen, Y Kong, H Chang, Y Gao, Z Liu… - … Signal Processing and …, 2024 - Elsevier
As the global public health risk intensifies, the number of patients with depression is
increasing. Since the current clinical scale assessments may be influenced by subjective …

An EEG-Based Depressive Detection Network with Adaptive Feature Learning and Channel Activation

C Xu, F Fan, J Shen, H Wang, Z Zhang… - Proceedings of the …, 2024 - escholarship.org
Electroencephalography (EEG) plays a pivotal role in the diagnosis of various neurological
conditions, most notably major depressive disorder (MDD). However, deep learning-based …