Identifying Patient Sentiment in Atopic Dermatitis Treatment: Large Language Model Approach
This study demonstrates that GPT-4o outperforms traditional natural language processing methods in accurately analyzing patient sentiment toward atopic dermatitis treatments on Reddit, enabling more nuanced and reliable extraction of real-world patient perspectives from large-scale social media data.
Authors
- Jack Alexander Cummins (ORCID: https://orcid.org/0000-0003-0978-0421)
- JiaDe Yu (ORCID: https://orcid.org/0000-0002-0874-3170)
Institutions
- Princeton University (US)
- Massachusetts General Hospital (US)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2025-12-05
- DOI
- https://doi.org/10.2196/78054
- Primary Topic
- Dermatology and Skin Diseases
- Type
- article
- Field-Weighted Citation Impact
- 0.00