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

by 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
Published 2020-03-01

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

by Chella Kamarajan, Babak A. Ardekani, Ashwini K. Pandey, Sivan Kinreich, Gayathri Pandey, David B. Chorlian, Jacquelyn L. Meyers, Jian Zhang, Elaine Bermudez, Arthur T. Stimus, Bernice Porjesz
Published 2020-02-01

Deficient Event-Related Theta Oscillations in Individuals at Risk for Alcoholism: A Study of Reward Processing and Impulsivity Features.

by Chella Kamarajan, Ashwini K Pandey, David B Chorlian, Niklas Manz, Arthur T Stimus, Andrey P Anokhin, Lance O Bauer, Samuel Kuperman, John Kramer, Kathleen K Bucholz, Marc A Schuckit, Victor M Hesselbrock, Bernice Porjesz
Published 2015-01-01

Association of Polygenic Liability for Alcohol Dependence and EEG Connectivity in Adolescence and Young Adulthood

by Jacquelyn L. Meyers, David B. Chorlian, Emma C. Johnson, Ashwini K. Pandey, Chella Kamarajan, Jessica E. Salvatore, Fazil Aliev, Stacey Subbie-Saenz de Viteri, Jian Zhang, Michael Chao, Manav Kapoor, Victor Hesselbrock, John Kramer, Samuel Kuperman, John Nurnberger, Jay Tischfield, Alison Goate, Tatiana Foroud, Danielle M. Dick, Howard J. Edenberg, Arpana Agrawal, Bernice Porjesz
Published 2019-10-01

Predicting alcohol use disorder remission: a longitudinal multimodal multi-featured machine learning approach

by Sivan Kinreich, Vivia V. McCutcheon, Fazil Aliev, Jacquelyn L. Meyers, Chella Kamarajan, Ashwini K. Pandey, David B. Chorlian, Jian Zhang, Weipeng Kuang, Gayathri Pandey, Stacey Subbie-Saenz de. Viteri, Meredith W. Francis, Grace Chan, Jessica L. Bourdon, Danielle M. Dick, Andrey P. Anokhin, Lance Bauer, Victor Hesselbrock, Marc A. Schuckit, John I. Nurnberger, Tatiana M. Foroud, Jessica E. Salvatore, Kathleen K. Bucholz, Bernice Porjesz
Published 2021-03-01

Large‐scale collaboration in ENIGMA‐EEG: A perspective on the meta‐analytic approach to link neurological and psychiatric liability genes to electrophysiological brain activity...

by Dirk J. A. Smit, Ole A. Andreassen, Dorret I. Boomsma, Scott J. Burwell, David B. Chorlian, Eco J. C. deGeus, Torbjørn Elvsåshagen, Reyna L. Gordon, Jeremy Harper, Ulrich Hegerl, Tilman Hensch, William G. Iacono, Philippe Jawinski, Erik G. Jönsson, Jurjen J. Luykx, Cyrille L. Magne, Stephen M. Malone, Sarah E. Medland, Jacquelyn L. Meyers, Torgeir Moberget, Bernice Porjesz, Christian Sander, Sanjay M. Sisodiya, Paul M. Thompson, Catharina E. M. vanBeijsterveldt, Edwin vanDellen, Marc Via, Margaret J. Wright
Published 2021-08-01