A machine learning approach using EEG data to predict response to SSRI treatment for major depressive disorder-Reference-Cited by-同舟云学术

A machine learning approach using EEG data to predict response to SSRI treatment for major depressive disorder

Published:2013-10 Issue:10 Volume:124 Page:1975-1985
ISSN:1388-2457
Container-title:Clinical Neurophysiology
language:en
Short-container-title:Clinical Neurophysiology

Author:

Khodayari-Rostamabad Ahmad,Reilly James P.,Hasey Gary M.,de Bruin Hubert,MacCrimmon Duncan J.

Publisher

Elsevier BV

Subject

Physiology (medical),Neurology (clinical),Neurology,Sensory Systems

Reference71 articles.

1. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders DSM-IV-TR, 4th ed. USA: American Psychiatric Publishing; 2000.

2. The use of the EEG in measuring therapeutic drug action: focus on depression and antidepressants;Alhaj;J Psychopharmacol,2011

3. Reciprocal effects of antidepressant treatment on activity and connectivity of the mood regulating circuit: an fMRI study;Anand;J Neuropsychiatry Clin Neurosci,2007

4. Resting state corticolimbic connectivity abnormalities in unmedicated bipolar disorder and unipolar depression;Anand;Psychiatry Res: Neuroimaging,2009

5. What is the threshold for symptomatic response and remission for major depressive disorder, panic disorder, social anxiety disorder, and generalized anxiety disorder?;Bandelow;J Clin Psychiatry,2006

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