Detrended fluctuation analysis for major depressive disorder

• Main Authors: Mumtaz, W., Malik, A.S., Ali, S.S.A., Yasin, M.A.M., Amin, H.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2015
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84953235148&doi=10.1109%2fEMBC.2015.7319311&partnerID=40&md5=4b32f723b8a98ad37b03c6dfcc3e575c; http://eprints.utp.edu.my/26199/
• 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...