Sketching the Power of Machine Learning to Decrypt a Neural Systems Model of Behavior

por Ernst, Monique, Gowin, Joshua L., Gaillard, Claudie, Philips, Ryan T., Grillon, Christian
Publicado 2019

3294 HIGH INTENSITY BINGE DRINKING AND STIMULATING EFFECTS IN HUMAN LABORATORY STUDIES OF ALCOHOL SELF-ADMINISTRATION

por Swan, Julia, L.Gowin, Joshua, Stangl, Bethany L., Ramchandani, Vijay A.
Publicado 2019

Neuropsychosocial Markers of Binge Drinking in Young Adults

por Gowin, Joshua L., Manza, Peter, Ramchandani, Vijay A., Volkow, Nora D.
Publicado 2020

2226 Influence of alcohol use disorder and comorbid psychopathology on discounting of delayed rewards

por Swan, Julia, Gowin, Joshua L., Sloan, Matthew E., Momenan, Reza, Ramchandani, Vijay A.
Publicado 2018

NEURAL RESPONSE TO THREAT AND REWARD AMONG YOUNG ADULTS AT RISK FOR ALCOHOL USE DISORDER

por Kirk-Provencher, Katelyn T., Hakimi, Rosa H., Andereas, Keinada, Penner, Anne E., Gowin, Joshua L.
Publicado 2023

Genetic and Psychosocial Predictors of Aggression: Variable Selection and Model Building With Component-Wise Gradient Boosting

por Suchting, Robert, Gowin, Joshua L., Green, Charles E., Walss-Bass, Consuelo, Lane, Scott D.
Publicado 2018

Emotion regulation in substance use disorders: a systematic review and meta‐analysis

por Stellern, Jordan, Xiao, Ke Bin, Grennell, Erin, Sanches, Marcos, Gowin, Joshua L., Sloan, Matthew E.
Publicado 2022

Characteristics Associated With High-Intensity Binge Drinking in Alcohol Use Disorder

por Gowin, Joshua L., Sloan, Matthew E., Morris, James K., Schwandt, Melanie L., Diazgranados, Nancy, Ramchandani, Vijay A.
Publicado 2021

Using neuroimaging to predict relapse in stimulant dependence: A comparison of linear and machine learning models

por Gowin, Joshua L., Ernst, Monique, Ball, Tali, May, April C., Sloan, Matthew E., Tapert, Susan F., Paulus, Martin P.
Publicado 2019

Effects of Varenicline on Neural Correlates of Alcohol Salience in Heavy Drinkers

por Vatsalya, Vatsalya, Gowin, Joshua L., Schwandt, Melanie L., Momenan, Reza, Coe, Marion A., Cooke, Megan E., Hommer, Daniel W., Bartlett, Selena, Heilig, Markus, Ramchandani, Vijay A.
Publicado 2015

Modeling ability to resist alcohol in the human laboratory: A pilot study

por Sloan, Matthew E., Sells, Joanna R., Vaughan, Courtney L., Morris, James K., Ortega, Nancy E., Sundar, Sachin, Soundararajan, Soundarya, Stangl, Bethany L., Gowin, Joshua, Chawla, Sumedha, Diazgranados, Nancy, McKee, Sherry A., Waters, Andrew, Ramchandani, Vijay A.
Publicado 2022