Multimodal-based machine learning approach to classify features of internet gaming disorder and alcohol use disorder: A sensor-level and source-level resting-state electroencephalography activity and neuropsychological study

Objectives: Addictions have recently been classified as substance use disorder (SUD) and behavioral addiction (BA), but the concept of BA is still debatable. Therefore, it is necessary to conduct further neuroscientific research to understand the mechanisms of BA to the same extent as SUD. The prese...

Full description

Bibliographic Details
Published in:	Comprehensive Psychiatry
Main Authors:	Ji-Yoon Lee, Myeong Seop Song, So Young Yoo, Joon Hwan Jang, Deokjong Lee, Young-Chul Jung, Woo-Young Ahn, Jung-Seok Choi
Format:	Article
Language:	English
Published:	Elsevier 2024-04-01
Subjects:	Internet gaming disorder alcohol use disorder electroencephalography (EEG) machine learning neuropsychological features multimodal
Online Access:	http://www.sciencedirect.com/science/article/pii/S0010440X24000117

Similar Items

Neuropsychological diagnostics and rehabilitation of patients with thinking disorders with brain lesions of various etiologies
by: Maria E. Baulina, et al.
Published: (2020-06-01)

Neuropsychological disorders in patients with schizophrenia and depression
by: Leposavić Ivana, et al.
Published: (2025-01-01)

Utility of electroencephalography in the evaluation of sleep disorders
by: Adrián Poblano, et al.
Published: (2025-07-01)

Clinical experiences of intervention of neurodevelopmental disorders and difficulties in school learning from historical-cultural neuropsychology
by: María del Rosario Bonilla-Sánchez
Published: (2024-06-01)

Brain Regions and Neuropsychological Deficits in Obsessive-Compulsive Disorder
by: Murat Erdem, et al.
Published: (2013-09-01)

To the question of the possibility of influence of the hepatitis C virus on the development of neuropsychological disorders
by: M. Artemieva, et al.
Published: (2021-04-01)

Neuropsychology and Quantitative Electroencephalography in a Case of Frontotemporal Dementia and Small Vessel Disease
by: Adrián Galiana, et al.
Published: (2024-11-01)

Artificial Neural Network in Autism Spectrum Disorder Diagnosis Based on Quantitative Electroencephalography
by: Mitra Dadjoo, et al.
Published: (2024-01-01)

Neuropsychological performance in alcohol use disorder: a Portuguese study
by: I. Faria, et al.
Published: (2022-06-01)

Comparing the Neuropsychological Features in Preschool Children with and without Developmental Coordination Disorder (DCD)
by: Morteza Mahmoudi, et al.
Published: (2014-02-01)

Neuropsychological diagnostics and correction of reading disorders in visually impaired children
by: M. K. Kremenchutska, et al.
Published: (2022-08-01)

Verbal Fluency Disorders in Ischemic Stroke Patients Undergoing Neuropsychological Rehabilitation
by: Joanna Białkowska, et al.
Published: (2024-01-01)

Neurophysiological insights into impaired mentalization in borderline personality disorder an electroencephalography study
by: Seokho Yun, et al.
Published: (2024-01-01)

Assessing Executive Dysfunction in Neurodegenerative Disorders: A Critical Review of Brief Neuropsychological Tools
by: Helena S. Moreira, et al.
Published: (2017-11-01)

Linking cognitive reserve to neuropsychological outcomes and resting-state frequency bands in healthy aging
by: Vanesa Perez, et al.
Published: (2025-03-01)

Measurement of craving among gamers with internet gaming disorder using repeated presentations of game videos: a resting-state electroencephalography study
by: Sangin Park, et al.
Published: (2023-05-01)

The Clinical and Electroencephalography Findings of Children with Pervasive Developmental Disorder
by: Semih Ayta, et al.
Published: (2016-12-01)

Akatinol in the treatment of noncognitive neuropsychological disorders in neurogeriatric diseases
by: T. G. Voznesenskaya
Published: (2014-01-01)

Characteristics of late-onset epilepsy and EEG findings in children with autism spectrum disorders
by: Haneul Lee, et al.
Published: (2011-01-01)

Quantitative Electroencephalography in Children With Autism Spectrum Disorders
by: Hamida S. Jasim, et al.
Published: (2024-02-01)

Neuropsychological mechanisms underlying reading and writing disorders in primary school children
by: A. S. Sableva
Published: (2021-11-01)

Neuropsychological Functions of Patients with Obsessive-Compulsive Disorder of the Hoarding and Obsessional Slowness
by: Majid mMahmood Alilou, et al.
Published: (2023-10-01)

HIV-Associated Neurocognitive Disorder (HAND): Obstacles to Early Neuropsychological Diagnosis
by: Vastag Z, et al.
Published: (2022-04-01)

Advances, challenges, and prospects of electroencephalography-based biomarkers for psychiatric disorders: a narrative review
by: Seokho Yun
Published: (2024-10-01)

Electroencephalography-based endogenous phenotype of diagnostic transition from major depressive disorder to bipolar disorder
by: Kuk-In Jang, et al.
Published: (2024-09-01)

Subregions of the Anterior Cingulate Cortex Form Distinct Functional Connectivity Patterns in Young Males With Internet Gaming Disorder With Comorbid Depression
by: Deokjong Lee, et al.
Published: (2018-08-01)

Effectiveness of Compensatory Rehabilitation on Neuropsychological Functions of Preschool Children with Attention Deficit Hyperactivity Disorder Symptoms
by: Mahdis Maghsudloo, et al.
Published: (2018-03-01)

Cluster analysis in gambling disorder based on sociodemographic, neuropsychological, and neuroendocrine features regulating energy homeostasis
by: Isabel Baenas, et al.
Published: (2024-01-01)

The Effect of Gymnastics Training on Neuropsychological Functioning of Children with Developmental Coordination Disorder
by: Hojat Amini, et al.
Published: (2015-07-01)

Insular activation and functional connectivity in firefighters with post-traumatic stress disorder
by: Deokjong Lee, et al.
Published: (2022-03-01)

Development and Validation of Internet Neuropsychological Training Program and Effectiveness on response inhibition and Impulsivity of 5 - 6 Years Old Children with Attention Deficit/Hyperactivity Disorder
by: Sudeh Esmaili Alamuti, et al.
Published: (2024-04-01)

Clinical neuropsychological characteristics of bipolar disorder, with a focus on cognitive and linguistic pattern: a conceptual analysis [version 1; peer review: 2 approved]
by: Evgenia Gkintoni
Published: (2023-09-01)

Electroconvulsive Therapy-Induced Changes in Functional Brain Network of Major Depressive Disorder Patients: A Longitudinal Resting-State Electroencephalography Study
by: Shuting Sun, et al.
Published: (2022-05-01)

Multidimensional Assessment of Electroencephalography in the Neuromodulation of Disorders of Consciousness
by: Chunyun Zhang, et al.
Published: (2022-06-01)

Luria-Tsvetkova’s Legacy in Neuropsychological Rehabilitation with New Clinical Applications: the Case of Psychiatry
by: Joaquim Quintino-Aires, et al.
Published: (2025-06-01)

Neuropsychological pattern of Parkinson's disease
by: A. A. Tappakhov, et al.
Published: (2017-12-01)

Improvement of neuropsychological and cognitive functions in older adults through transcranial vibroacoustic stimulation: a double blind, randomized, comparative trial
by: Jang-Han Bae, et al.
Published: (2025-08-01)

Case Report: Neuropsychological Findings in IgLON5 Antibody Disorder
by: Jasmin El Shazly, et al.
Published: (2021-02-01)

Research progress of quantitative electroencephalography in post-ischemic stroke mental disorders
by: Ai-ling Liu, et al.
Published: (2025-04-01)

Neuropsychological profile of patients with bipolar depression in remission
by: Totić-Poznanović Sanja, et al.
Published: (2005-01-01)