Random Forest Classification of Alcohol Use Disorder Using EEG Source Functional Connectivity, Neuropsychological Functioning, and Impulsivity Measures

Individuals with alcohol use disorder (AUD) manifest a variety of impairments that can be attributed to alterations in specific brain networks. The current study aims to identify features of EEG-based functional connectivity, neuropsychological performance, and impulsivity that can classify individu...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Chella Kamarajan, Babak A. Ardekani, Ashwini K. Pandey, David B. Chorlian, Sivan Kinreich, Gayathri Pandey, Jacquelyn L. Meyers, Jian Zhang, Weipeng Kuang, Arthur T. Stimus, Bernice Porjesz
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2020-03-01
Schriftenreihe:	Behavioral Sciences
Schlagworte:	alcohol use disorder (aud) functional connectivity default mode network (dmn) resting state eeg eloreta neuropsychological performance tower of london test visual span test impulsivity random forest
Online-Zugang:	https://www.mdpi.com/2076-328X/10/3/62
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