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.

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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
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article

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

Peng Zhang, Yujie Hou, Xiaohui Su
European Journal of Oncology Nursing
Computational and Text Analysis Methods
article

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

Peng Zhang, Yujie Hou, Xiaohui Su
article en

Abstract

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.

European Journal of Oncology NursingVol. 79
Hong Kong Baptist University (HK), Sun Yat-sen University (CN)
Openalex Percentile: Top 58%
Computational and Text Analysis Methods
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