Personalized prediction and intervention for adolescent mental health
Multimodal temporal modeling using transformer
Bibliographic Data
| ID | 15519970 |
|---|---|
| Authors | Guiyuan Zhang (0009-0006-8591-7740, Nanning Normal University, corresponding author), Shuang Li (0000-0003-4073-6461, Chinese Academy of Sciences) |
| Year | 2025 |
| Volume | 16 |
| Pages | 1579543-1579543 |
| Publication date | 2025-06-23 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2025.1579543 |
| PMID | 40625726 |
| OpenAlex | W4411539997 |
| Language | EN |
| References cited | 36 |
Ablation studies confirm the critical contributions of the temporal modeling and multimodal fusion modules, as their removal substantially degrades model performance, underscoring their indispensable roles in capturing emotional fluctuations and information fusion
Intervention (counseling · Mental health · Psychiatry · Clinical Psychology · Computer Science · Digital Mental Health Interventions · Medicine · Mental Health Research Topics · Mental Health via Writing · Psychology
| Highly cited | No |
|---|