A novel EEG-based graph convolution network for depression detection: Incorporating secondary subject partitioning and attention mechanism
Author:
Funder
National Natural Science Foundation of China
China Postdoctoral Science Foundation
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference63 articles.
1. A novel depression diagnosis index using nonlinear features in EEG signals;Acharya;European neurology,2015
2. A new performance evaluation metric for classifiers: Polygon area metric;Aydemir;Journal of Classification,2021
3. Supervised domain generalization for integration of disparate scalp EEG datasets for automatic epileptic seizure detection;Ayodele;Computers in biology and medicine,2020
4. Automated mental arithmetic performance detection using quantum pattern-and triangle pooling techniques with EEG signals;Baygin;Expert Systems with Applications,2023
5. Integrating structured biological data by kernel maximum mean discrepancy;Borgwardt;Bioinformatics,2006
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