Enhancing patient education on Mohs surgery: the role of large language models and social media

Our article discusses the potential of large language model (LLM)-powered search engines to enhance patient education about Mohs surgery while highlighting concerns about empathy, trustworthiness and content accuracy. It emphasizes the variability in the quality of health information on social media platforms like YouTube and Instagram, where patient experiences often lack evidence-based insights. We propose a multifaceted approach to improve LLM outputs, including optimizing patient-centred language, fostering collaborations between dermatologists and LLM developers, and investing in high-quality educational media to bridge informational gaps and support patient care.

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Publication Details

Journal
Clinical and Experimental Dermatology
Published
2025-04-02
DOI
https://doi.org/10.1093/ced/llaf156
Primary Topic
Social Media in Health Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Enhancing patient education on Mohs surgery: the role of large language models and social media

Yasmin Nikookam, Jonathan Guckian, Aparna Potluru
Clinical and Experimental Dermatology
Social Media in Health Education
article

Enhancing patient education on Mohs surgery: the role of large language models and social media

Yasmin Nikookam, Jonathan Guckian, Aparna Potluru
article en

Abstract

Our article discusses the potential of large language model (LLM)-powered search engines to enhance patient education about Mohs surgery while highlighting concerns about empathy, trustworthiness and content accuracy. It emphasizes the variability in the quality of health information on social media platforms like YouTube and Instagram, where patient experiences often lack evidence-based insights. We propose a multifaceted approach to improve LLM outputs, including optimizing patient-centred language, fostering collaborations between dermatologists and LLM developers, and investing in high-quality educational media to bridge informational gaps and support patient care.

Clinical and Experimental DermatologyVol. 50(8)
University of Leeds (GB), St Thomas' Hospital (GB), Leeds Teaching Hospitals NHS Trust (GB), Leicester Royal Infirmary (GB), St. Thomas Hospital (CA)
Quality Education
Openalex Percentile: Top 92%
Social Media in Health Education
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Enhancing patient education on Mohs surgery: the role of large language models and social media — Yasmin Nikookam, Jonathan Guckian, et al. · Clinical and Experimental Dermatology (2025) | TGRS Research Map | TGRS