Investigation of the Impact of Cross-Frequency Coupling on the Assessment of Depression Severity through the Analysis of Resting State EEG Signals

Medicine, Psychiatry, Neurology, Clinical Psychology, Medical Imaging,
cross-frequency coupling   resting EEG signals   major depressive disorder   depression severity classification   machine learning  

Background Depression, particularly Major Depressive Disorder (MDD), is a widespread and debilitating psychological disease often described as the “common cold” of mental health. Many people with MDD experience symptoms such as persistent sadness, hopelessness, cognitive impairment, and loss of motivation for daily activities, severely affecting pe...