Application of EEG-Based Machine Learning in Time–Frequency and Brain Connectivity Analysis Among Individuals at High Risk of Internet Gaming Disorder with Social Anxiety
Bibliographic Data
| ID | 15440404 |
|---|---|
| Authors | Pin‐Yang Yeh (0000-0002-3380-1272, Asia University, corresponding author), Chun‐Ling Lin (0000-0002-1947-157X, National Taipei University of Technology), Cheuk‐Kwan Sun (0000-0002-2524-9684, I-Shou University), Cheuk-Kwan Sun, Shih-Yi Tung (Asia University) |
| Year | 2025 |
| Volume | 24 |
| Issue | 2 |
| Pages | 1841-1864 |
| Publication date | 2025-10-07 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | International Journal of Mental Health and Addiction (JOURNAL) |
| Journal identifiers | ISSN: 1557-1874 • E-ISSN: 1557-1882 |
| Publisher | Springer Science+Business Media (PUBLISHER • DE) |
| DOI | 10.1007/s11469-025-01560-9 |
| OpenAlex | W4414896125 |
| Language | EN |
| References cited | 90 |
Anxiety · Autism spectrum disorder · Electroencephalography · Headset · Socioemotional selectivity theory · The Internet · Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes · Impact of Technology on Adolescents · Mental Health Research Topics
Statistics versus machine learning
Target Article
The Future of Emotion Regulation Research
Emotion and attention
Machine Learning Approaches for Clinical Psychology and Psychiatry
Functional imaging studies of emotion regulation
Development and validation of measures of social phobia scrutiny fear and social interaction anxiety11Editor’s note
Emotion regulation in social anxiety and depression
Random Forests
Longitudinal modifiable risk and protective factors of internet gaming disorder
Virtual reality experiences promote autobiographical retrieval mechanisms
Compensatory video gaming. Gaming behaviours and adverse outcomes and the moderating role of stress, social interaction anxiety, and loneliness
Physical Interpersonal Relationships and Social Anxiety among Online Game Players
Investigating models of affect
Longitudinal Changes in Neural Connectivity in Patients With Internet Gaming Disorder
Individual differences in two emotion regulation processes
Emotion, plasticity, context, and regulation
| Highly cited | No |
|---|