Combining Topic Modeling, Sentiment Analysis, and Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Data: Case Study of Modafinil Experiences

Combining Topic Modeling, Sentiment Analysis, and Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Data: Case Study of Modafinil Experiences

BackgroundPatient experience data from social media offer patient-centered perspectives on disease, treatments, and health service delivery. Current guidelines typically rely on systematic reviews, while qualitative health studies are often seen as anecdotal and nongeneraliza...

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Bibliographic Details
Main Authors: Julia Walsh, Jonathan Cave, Frances Griffiths
Format: Article
Language:English
Published: JMIR Publications 2024-12-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2024/1/e54321
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