An End-to-End Deep Learning Model for EEG-Based Major Depressive Disorder Classification

Author:

Xia Min1ORCID,Zhang Yangsong1ORCID,Wu Yihan1,Wang Xiuzhu1

Affiliation:

1. School of Computer Science and Technology, Laboratory for Brain Science and Medical Artificial Intelligence, Southwest University of Science and Technology, Mianyang, China

Funder

National Natural Science Foundation of China

House-Level Project of Mianyang Central Hospital

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. MDD brain network analysis based on EEG functional connectivity and graph theory;Heliyon;2024-09

2. Electrode subset selection to lessen the complexity of brain activity measurement using EEG for depression detection;Transactions of the Institute of Measurement and Control;2024-07-26

3. A Hybrid Neural Network Approach Based on RNN and CNN for the Detection of Major Depressive Disorder;2024 IEEE Students Conference on Engineering and Systems (SCES);2024-06-21

4. Brain and Heart Rate Variability Patterns Recognition for Depression Classification of Mental Health Disorder;International Journal of Advanced Computer Science and Applications;2024

5. Electroencephalogram Based Depression Detection Using Ensemble Approach;2023 International Conference on Applied Intelligence and Sustainable Computing (ICAISC);2023-06-16

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