[HTML][HTML] Evaluating robustness of brain stimulation biomarkers for depression: a systematic review of MRI and EEG studies

D Klooster, H Voetterl, C Baeken, M Arns - Biological psychiatry, 2023 - Elsevier
Non-invasive brain stimulation (NIBS) treatments have gained considerable attention as a
potential therapeutic intervention for psychiatric disorders. The identification of reliable …

[HTML][HTML] Repetitive transcranial magnetic stimulation for treatment-resistant depression: recent critical advances in patient care

C Cosmo, A Zandvakili, NJ Petrosino… - … treatment options in …, 2021 - Springer
Purpose Transcranial magnetic stimulation (TMS) is an evidence-based treatment for
pharmacoresistant major depressive disorder (MDD). In the last decade, the field has seen …

[HTML][HTML] The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database

H Van Dijk, G Van Wingen, D Denys, S Olbrich… - Scientific data, 2022 - nature.com
In neuroscience, electroencephalography (EEG) data is often used to extract features
(biomarkers) to identify neurological or psychiatric dysfunction or to predict treatment …

[HTML][HTML] A novel EEG-based major depressive disorder detection framework with two-stage feature selection

Y Li, Y Shen, X Fan, X Huang, H Yu, G Zhao… - BMC medical informatics …, 2022 - Springer
Background Major depressive disorder (MDD) is a common mental illness, characterized by
persistent depression, sadness, despair, etc., troubling people's daily life and work seriously …

The intervention, the patient and the illness–personalizing non-invasive brain stimulation in psychiatry

F Padberg, L Bulubas, Y Mizutani-Tiebel… - Experimental …, 2021 - Elsevier
Current hypotheses on the therapeutic action of non-invasive brain stimulation (NIBS) in
psychiatric disorders build on the abundant data from neuroimaging studies. This makes …

[HTML][HTML] A review of critical brain oscillations in depression and the efficacy of transcranial magnetic stimulation treatment

YC Tsai, CT Li, CH Juan - Frontiers in Psychiatry, 2023 - frontiersin.org
Repetitive transcranial magnetic stimulation (rTMS) and intermittent theta burst stimulation
(iTBS) have been proven effective non-invasive treatments for patients with drug-resistant …

Attention-based convolutional recurrent deep neural networks for the prediction of response to repetitive transcranial magnetic stimulation for major depressive …

MS Shahabi, A Shalbaf, B Nobakhsh… - … journal of neural …, 2023 - World Scientific
Repetitive Transcranial Magnetic Stimulation (rTMS) is proposed as an effective treatment
for major depressive disorder (MDD). However, because of the suboptimal treatment …

Pre-treatment frontal beta events are associated with executive dysfunction improvement after repetitive transcranial magnetic stimulation for depression: a preliminary …

BC Kavanaugh, AM Fukuda, ZT Gemelli… - Journal of Psychiatric …, 2023 - Elsevier
Repetitive transcranial magnetic stimulation (rTMS) is an established clinical treatment for
major depressive disorder (MDD) that has also been found to improve aspects of executive …

[HTML][HTML] A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder

MS Shahabi, A Shalbaf, R Rostami, R Kazemi - Scientific Reports, 2023 - nature.com
Prediction of response to Repetitive Transcranial Magnetic Stimulation (rTMS) can build a
very effective treatment platform that helps Major Depressive Disorder (MDD) patients to …

Prediction of treatment outcome for repetitive transcranial magnetic stimulation in major depressive disorder using connectivity measures and ensemble of pre-trained …

MS Shahabi, B Nobakhsh, A Shalbaf, R Rostami… - … Signal Processing and …, 2023 - Elsevier
Abstract Repetitive Transcranial Magnetic Stimulation (rTMS) can be used as an effective
treatment for Major Depressive Disorder (MDD) especially when a patient does not respond …