Extracting Symptoms of Complex Conditions From Online Discourse (Subreddit to Symptomatology): Lexicon-Based Approach

Millions of people affected with complex medical conditions with diverse symptoms often turn to online discourse to share their experiences. While some studies have explored natural language processing methods and medical information extraction tools, these typically focus on generic symptoms in cli...

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Bibliographic Details
Published in:	JMIR medical informatics Vol. 13; p. e70940
Main Authors:	Hossain, Bushra, Preum, Sarah M, Rabbi, Md Fazle, Ara, Rifat, Ali, Mohammed Eunus
Format:	Journal Article
Language:	English
Published:	Canada JMIR Publications 12.09.2025
Subjects:	Application programming interface Data collection Data Mining - methods Datasets Disease Female Humans Large language models Multimedia Natural Language Processing Patients Polycystic ovary syndrome Public health Social Media Social networks Subject specialists natural language processing online discourse large language models symptomatology health information extraction complex medical condition disease-specific symptoms polycystic ovary syndrome
ISSN:	2291-9694, 2291-9694
Online Access:	Get full text
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