How do GenAI and social media provide psychosocial information support for cancer survivors and professionals? An analysis using structural topic modeling for exploration and comparison
Findings emphasized the significance of information strategies in psychosocial oncology care. GenAI should be fine-tuning/training with relevant data for improving practices. Social media and content creators are effective tools for promoting evidence-based information. A hybrid model that integrates professional oversight, GenAI, and cloud platforms is essential to ensure ethical compliance with psychosocial care.
Authors
- Peng Zhang (ORCID: https://orcid.org/0000-0002-5624-3189)
- Yujie Hou (ORCID: https://orcid.org/0000-0001-7252-4944)
- Xiaohui Su
Institutions
- Hong Kong Baptist University (HK)
- Sun Yat-sen University (CN)
Publication Details
- Journal
- European Journal of Oncology Nursing
- Published
- 2025-10-21
- DOI
- https://doi.org/10.1016/j.ejon.2025.103018
- Primary Topic
- Computational and Text Analysis Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00