An EEG-based machine learning method to screen alcohol use disorder

• Main Authors: Mumtaz, W., Vuong, P.L., Xia, L., Malik, A.S., Rashid, R.B.A.
• Format: Article
• Published: Springer Netherlands 2017
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84992176748&doi=10.1007%2fs11571-016-9416-y&partnerID=40&md5=9fa474d377ec09a17ecef71777530d79; http://eprints.utp.edu.my/19566/
• Institution: Universiti Teknologi Petronas

Screening alcohol use disorder (AUD) patients has been challenging due to the subjectivity involved in the process. Hence, robust and objective methods are needed to automate the screening of AUD patients. In this paper, a machine learning method is proposed that utilized resting-state electroenceph...