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

Kamarajan, Chella; Ardekani, Babak A; Pandey, Ashwini K; Kinreich, Sivan; Pandey, Gayathri; Chorlian, David B; Meyers, Jacquelyn L; Zhang, Jian; Bermudez, Elaine; Stimus, Arthur T; Porjesz, Bernice

Kamarajan, Chella; Ardekani, Babak A; Pandey, Ashwini K; Kinreich, Sivan; Pandey, Gayathri; Chorlian, David B; Meyers, Jacquelyn L; Zhang, Jian; Bermudez, Elaine; Stimus, Arthur T; Porjesz, Bernice.

Afiliación

Kamarajan C; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Ardekani BA; Center for Biomedical Imaging and Neuromodulation, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA.
Pandey AK; Department of Psychiatry, NYU School of Medicine, New York, NY 10016, USA.
Kinreich S; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Pandey G; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Chorlian DB; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Meyers JL; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Zhang J; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Bermudez E; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Stimus AT; Department of Psychiatry, NYU School of Medicine, New York, NY 10016, USA.
Porjesz B; Henri Begleiter Neurodynamics Lab, Department of Psychiatry, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.

Brain Sci ; 10(2)2020 Feb 20.

Article en En | MEDLINE | ID: mdl-32093319

Palabras clave

Random Forest; Tower of London Test; Visual Span Test; alcohol use disorder (AUD); default mode network (DMN); functional connectivity; impulsivity; neuropsychological performance; resting state fMRI

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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Clinical_trials / Prognostic_studies Idioma: En Revista: Brain Sci Año: 2020 Tipo del documento: Article

Texto completo

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PubMed Links

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Texto completo: 1 Base de datos: MEDLINE Tipo de estudio: Clinical_trials / Prognostic_studies Idioma: En Revista: Brain Sci Año: 2020 Tipo del documento: Article