Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s13755-022-00205-8.pdf
Reference62 articles.
1. Benazzi F. Various forms of depression. Dialogues Clin Neurosci. 2022;8:151–61.
2. Paykel ES. Basic concepts of depression. Dialogues Clin Neurosci. 2022;10:279–89.
3. Kamenov K, Caballero FF, Miret M, Leonardi M, Sainio P, Tobiasz-Adamczyk B, Haro JM, Chatterji S, Ayuso-Mateos JL, Cabello M. Which are the most burdensome functioning areas in depression? A cross-national study. Front Psychol. 2016;7:1342.
4. Cacheda F, Fernandez D, Novoa FJ, Carneiro V. Early detection of depression: social network analysis and random forest techniques. J Med Internet Res. 2019;21(6): e12554.
5. Ayano G, Demelash S, Haile K, Tulu M, Assefa D, Tesfaye A, Haile K, Solomon M, Chaka A, Tsegay L. Misdiagnosis, detection rate, and associated factors of severe psychiatric disorders in specialized psychiatry centers in Ethiopia. Ann Gen Psychiatry. 2021;20(1):1.
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