Graph-based Analysis to Predict Repetitive Transcranial Magnetic Stimulation Treatment Response in Patients With Major Depressive Disorder Using EEG Signals.
Behrouz NobakhshAhmad ShalbafReza RostamiReza KazemiPublished in: Basic and clinical neuroscience (2024)
The proposed method investigated the significant biomarkers that can be used to predict the rTMS treatment outcome in drug-resistant MDD patients and help clinical decisions.
Keyphrases
- major depressive disorder
- transcranial magnetic stimulation
- drug resistant
- high frequency
- bipolar disorder
- end stage renal disease
- multidrug resistant
- ejection fraction
- chronic kidney disease
- newly diagnosed
- peritoneal dialysis
- prognostic factors
- machine learning
- high resolution
- convolutional neural network
- mass spectrometry