Non-linear EEG analyses predict non-response to rTMS treatment in major depressive disorder

Non-linear EEG analyses predict non-response to rTMS treatment in major depressive disorder

Highlights • There is no difference between MDD and HC in non-linear EEG measures. • The change in LZC across time was significantly different for non-responders as compared to responders to rTMS treatment and HC. • Non-linear EEG measures have added value over linear EEG measures in predicting trea...

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Veröffentlicht in:Clinical neurophysiology 2014-07, Vol.125 (7), p.1392-1399
Hauptverfasser: Arns, Martijn, Cerquera, Alexander, Gutiérrez, Rafael M, Hasselman, Fred, Freund, Jan A
Format: Artikel
Sprache:eng
Schlagworte:
Adolescent
Adult
Aged
Analysis of Variance
Depression
Depressive Disorder, Major - diagnosis
Depressive Disorder, Major - therapy
Discriminant Analysis
EEG
Electroencephalography
Female
Humans
Lempel–Ziv complexity
Male
Middle Aged
Neurology
Non-linear analysis
Nonlinear Dynamics
Personalized medicine
Prognosis
Psychotherapy
ROC Curve
rTMS
Signal processing
Signal Processing, Computer-Assisted
Transcranial Magnetic Stimulation
Treatment Outcome
Young Adult
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Zusammenfassung:Highlights • There is no difference between MDD and HC in non-linear EEG measures. • The change in LZC across time was significantly different for non-responders as compared to responders to rTMS treatment and HC. • Non-linear EEG measures have added value over linear EEG measures in predicting treatment outcome.
ISSN:1388-2457
1872-8952
DOI:10.1016/j.clinph.2013.11.022