Cognitive Challenges Are Better in Distinguishing Binge From Nonbinge Drinkers: An Exploratory Deep-Learning Study of fMRI Data of Multiple Behavioral Tasks and Resting State.

Journal: Journal of magnetic resonance imaging : JMRI
Published Date: Mar 1, 2023

Abstract

BACKGROUND: Studies have identified imaging markers of binge drinking. Functional connectivity during both task challenges and resting state was shown to distinguish binge and nonbinge drinkers. However, no studies have compared the efficacy of task and resting data in the classification.

Authors

  • Guangfei Li
    Department of Biomedical Engineering, Faculty of Environment and Life Sciences, Beijing University of Technology, Beijing, China.
  • Zhao Zhang
  • Yu Chen
    State Key Laboratory of Oral Diseases & National Center for Stomatology & National Clinical Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, Sichuan, China.
  • Wuyi Wang
    Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA.
  • Jinbo Bi
    Computer Science & Engineering Department at the University of Connecticut.
  • Xiaoying Tang
    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China.
  • Chiang-Shan R Li
    Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, USA.

Keywords

External Resources

Popular Topics
Recent Journals