This paper is in the following e-collection/theme issue:

Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1758) Natural Language Processing (775) Insomnia and Sleep Hygiene (199) Infodemiology and Infoveillance (1434) mHealth for Data Collection and Research (1051) Methods and Instruments in Medical Informatics (162)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54321, first published .
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

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

Authors of this article:

Julia Walsh1 Author Orcid Image ;   Jonathan Cave2 Author Orcid Image ;   Frances Griffiths1, 3 Author Orcid Image
Article Authors Cited by (1) Tweetations (4) Metrics
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Tom Kindlon Tom Kindlon @TomKindlon

Combining Topic Modeling, Sentiment Analysis, & Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Data: Case Study of Modafinil Experiences https://t.co/1omVQu9oLq Comment: I have a concern it could false energy in ME/CFS & make pacing difficult #MEcfs #CFS https://t.co/6SEX9etlxj

3:43 PM · Dec 12, 2024

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Irish ME/CFS Association Irish ME/CFS Association @IrishMECFSAssoc

RT @TomKindlon: Combining Topic Modeling, Sentiment Analysis, & Corpus Linguistics to Analyze Unstructured Web-Based Patient Experience Dat…

12:16 PM · Dec 13, 2024

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Julia Walsh Julia Walsh @juliawalsh

Yay - third paper from the PhD is now out :) https://t.co/2L5gCQcj4J

1:01 PM · Dec 13, 2024

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Mark Anderson Mark Anderson @iMarkAnderson

An interesting analysis of social media ???? data on the effectiveness of #Modafinil. Despite differing opinions, the findings were methodologically consistent and challenged existing clinical evidence. More ???? https://t.co/a9fCckqgp9 #nootropics #smart_drugs #Modafinil_org

2:10 PM · Jan 03, 2025

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