Detrended fluctuation analysis for major depressive disorder

• Main Authors: Mumtaz, Wajid, Malik, Aamir Saeed, Azhar Ali, Syed Saad, Mohd Yasin, Mohd Azhar, Amin, Hafeez Ullah
• Format: Conference or Workshop Item
• Published: 2015
• Subjects: Q Science (General); T Technology (General)
• Online Access: http://eprints.utp.edu.my/11833/1/Detrended%20fluctuation%20analysis%20for%20major%20depressive%20disorder.pdf; http://eprints.utp.edu.my/11833/
• Institution: Universiti Teknologi Petronas

Clinical utility of Electroencephalography (EEG) based diagnostic studies is less clear for major depressive disorder (MDD). In this paper, a novel machine learning (ML) scheme was presented to discriminate the MDD patients and healthy controls. The proposed method inherently involved feature extrac...