Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal-Reference-Cited by-同舟云学术

Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal

Published:2022-09-26 Issue: Volume: Page:
ISSN:1871-4080
Container-title:Cognitive Neurodynamics
language:en
Short-container-title:Cogn Neurodyn

Author:

Shahabi Mohsen Sadat,Shalbaf Ahmad,Rostami Reza

Publisher

Springer Science and Business Media LLC

Subject

Cognitive Neuroscience

Link

https://link.springer.com/content/pdf/10.1007/s11571-022-09881-4.pdf

Reference40 articles.

1. Acharya UR, Oh SL, Hagiwara Y, Tan JH, Adeli H, Subha DP (2018) “Automated EEG-based screening of depression using deep convolutional neural network.“ Comput. Methods Programs Biomed 161:103–113

2. Al-Saegh A, Dawwd SA, Abdul-Jabbar JM (2021) “Deep learning for motor imagery EEG-based classification: A review.“ Biomed. Signal Process Control 63:102172

3. Anter AM, Abd Elaziz M, Zhang Z (2022) "Real-time epileptic seizure recognition using Bayesian genetic whale optimizer and adaptive machine learning." Future Generation Computer Systems 127:426–434

4. Arafa M, Sallam EA, Fahmy M (2014) "An enhanced differential evolution optimization algorithm". 2014 fourth international conference on digital information and communication technology and its applications (DICTAP), IEEE

5. Arns M, Drinkenburg WH, Fitzgerald PB, Kenemans JL (2012) “Neurophysiological predictors of non-response to rTMS in depression”. Brain Stimul 5(4):569–576

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