Using Deep Learning and Pretreatment EEG to Predict Response to Sertraline, Bupropion, and Placebo

M Ravan, A Noroozi, H Gediya, KJ Basco… - … Neurophysiology, 2024 - Elsevier
… capable of accurately predicting response to the antidepressants sertraline and bupropion
and … Our results for the prediction of response to sertraline are very similar to those of several …

Neurophysiological evidence that frontoparietal connectivity and GABA-A receptor changes underpin the antidepressant response to ketamine

RL Sumner, RL McMillan, A Forsyth… - Translational …, 2024 - nature.com
… to unexpected sensory input (auditory mismatch response) was related to greater antidepressant
response indicating an improvement in sensitivity to prediction errors and short-term …

Prediction of lithium response using clinical data

A Nunes, R Ardau, A Berghöfer… - Acta Psychiatrica …, 2020 - Wiley Online Library
… to predict LR in previously unseen patients remains unclear. Recently, interesting
neurophysiological … may preclude what could ultimately be a clinical response; too long of a trial …

Heartbeat-Evoked Potential in Major Depressive Disorder: A Biomarker for Differential Treatment Prediction between Venlafaxine and rTMS?

L Zwienenberg, H van Dijk, S Enriquez-Geppert… - …, 2023 - karger.com
… Although there are various antidepressant treatments for major depressive disorder (MDD), …
first-choice treatments consisting of psychotherapy and antidepressant medication (AD). A …

[HTML][HTML] Predictive value of heart rate in treatment of major depression with ketamine in two controlled trials

T Meyer, M Brunovsky, J Horacek, T Novak… - … Neurophysiology, 2021 - Elsevier
… Only data from the verum-cohorts were analysed since the main question here was whether
HRV measures might predict antidepressant response. The sample size for both studies …

Identifying predictors of treatment response in major depressive disorder: A machine learning approach

A Fattahi, M Schrauder - Archives of Clinical Psychiatry, 2023 - archivespsy.com
… of forecasting a patient's reaction to a particular antidepressant … of the factors that predict
therapy response. Mainly 21 questions … disorder," Clinical Neurophysiology, vol. 124, no. 10, pp. …

EEG abnormalities are associated with poorer depressive symptom outcomes with escitalopram and venlafaxine-XR, but not sertraline: results from the multicenter …

M Arns, E Gordon, NN Boutros - Clinical EEG and …, 2017 - journals.sagepub.com
… alpha and theta measures in predicting treatment outcome to antidepressants on the same
… et al 3 ) and patients with panic disorder and IEDs have been found to clinically respond to …

Corticomotor plasticity as a predictor of response to high frequency transcranial magnetic stimulation treatment for major depressive disorder

CA Hinchman, PJ Fried, A Jannati, DZ Press… - Journal of affective …, 2022 - Elsevier
… Consequently, we sought to evaluate changes in M1 excitability as a predictor of clinical
response using a standard treatment protocol. M1 is the best brain region to provide an objective…

Toward Reproducible, Generalizable, and Clinically Useful Neurophysiological Subtypes of Major Depressive Disorder

YE Tian - Biological Psychiatry, 2023 - biologicalpsychiatryjournal.com
predicted for patients with the moderate-deviation subtype, who had more severe core
clinical symptoms of depression … different clinical profiles and responses to antidepressant

Structural Neuroimaging Predictors and Correlates of Treatment Response for rTMS in Major Depressive Disorder

A Mir-Moghtadaei - 2024 - tspace.library.utoronto.ca
… for predicting which patients will respond to treatment. … ongoing research in neurophysiology
and neuropsychiatry is … for depression, making it necessary for antidepressant therapies, …