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

Peer-to-Peer Support and Online Communities (597) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1570) Big Data (219) Machine Learning (1385) Natural Language Processing (644) Ontologies, Classifications, and Coding (225)

Published on in Vol 21, No 6 (2019): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12876, first published .
Mining of Textual Health Information from Reddit: Analysis of Chronic Diseases With Extracted Entities and Their Relations

Mining of Textual Health Information from Reddit: Analysis of Chronic Diseases With Extracted Entities and Their Relations

Mining of Textual Health Information from Reddit: Analysis of Chronic Diseases With Extracted Entities and Their Relations

Authors of this article:

Vasiliki Foufi1, 2 Author Orcid Image ;   Tatsawan Timakum3 Author Orcid Image ;   Christophe Gaudet-Blavignac1, 2 Author Orcid Image ;   Christian Lovis1, 2 Author Orcid Image ;   Min Song3 Author Orcid Image
Article Authors Cited by (40) Tweetations (69) Metrics

Journals

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  7. Du C, Lee W, Amin K, Lucioni A, Kobashi K, Lee U. “Beyond the Bump” – Insight Into the Postpartum Women's Experience of Pelvic Organ Prolapse as Expressed on Reddit. Urology 2021;150:99 View
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  9. Marcon A, Ravitsky V, Caulfield T. Discussing non‐invasive prenatal testing on Reddit: The benefits, the concerns, and the comradery. Prenatal Diagnosis 2021;41(1):100 View
  10. Vosburg S, Robbins R, Antshel K, Faraone S, Green J. Characterizing Pathways of Non-oral Prescription Stimulant Non-medical Use Among Adults Recruited From Reddit. Frontiers in Psychiatry 2021;11 View
  11. Pilgrim K, Bohnet-Joschko S. Donating Health Data to Research: Influential Characteristics of Individuals Engaging in Self-Tracking. International Journal of Environmental Research and Public Health 2022;19(15):9454 View
  12. Mukherjee M, Eby M, Wang S, Lara-Millán A, Earle A, Novelli G. Medicalizing risk: How experts and consumers manage uncertainty in genetic health testing. PLOS ONE 2022;17(8):e0270430 View
  13. Hu M, Conway M. Perspectives of the COVID-19 Pandemic on Reddit: Comparative Natural Language Processing Study of the United States, the United Kingdom, Canada, and Australia. JMIR Infodemiology 2022;2(2):e36941 View
  14. Chaturvedi J, Mascio A, Velupillai S, Roberts A. Development of a Lexicon for Pain. Frontiers in Digital Health 2021;3 View
  15. El-Jack K, Henderson K, Andy A, Southwick L. Reddit Users' Questions and Concerns about Anesthesia. International Journal of Medical Students 2023;10(4):370 View
  16. Dey V, Krasniak P, Nguyen M, Lee C, Ning X. A Pipeline to Understand Emerging Illness Via Social Media Data Analysis: Case Study on Breast Implant Illness. JMIR Medical Informatics 2021;9(11):e29768 View
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  18. Zou N, Chi Y, He D, Xie B, Wang Z. Together they shall not fade away: Opportunities and challenges of self-tracking for dementia care. Information Processing & Management 2022;59(5):103024 View
  19. Mkono M, Hughes K. Sustainability paralysis in travel consumption: A Reddit study. Tourism and Hospitality Research 2023;23(4):506 View
  20. Lane E, Aplin-Houtz M. Informational Justice and Remote Working: All is Not Fair for Work at Home. Employee Responsibilities and Rights Journal 2023;35(4):541 View
  21. Bronda S, Ostrovsky M, Jain S, Malacarne A. The role of social media for patients with temporomandibular disorders: A content analysis of Reddit. Journal of Oral Rehabilitation 2022;49(1):1 View
  22. Coyne P, Kustra E, Woodruff S. Let's Talk About It: A Narrative Review of Digital Approaches for Disseminating and Communicating Health Research and Innovation. Journal of Public Health Management and Practice 2022;28(5):541 View
  23. Koss J, Bohnet-Joschko S. Social Media Mining of Long-COVID Self-Medication Reported by Reddit Users: Feasibility Study to Support Drug Repurposing. JMIR Formative Research 2022;6(10):e39582 View
  24. El-Bassel N, Hochstatter K, Slavin M, Yang C, Zhang Y, Muresan S. Harnessing the Power of Social Media to Understand the Impact of COVID-19 on People Who Use Drugs During Lockdown and Social Distancing. Journal of Addiction Medicine 2022;16(2):e123 View
  25. Yao L, Ferawati K, Liew K, Wakamiya S, Aramaki E. Disruptions in the Cystic Fibrosis Community’s Experiences and Concerns During the COVID-19 Pandemic: Topic Modeling and Time Series Analysis of Reddit Comments. Journal of Medical Internet Research 2023;25:e45249 View
  26. Nunes D, Ferreira-Gomes J, Neto F, Martins de Matos D. Modeling Chronic Pain Experiences from Online Reports Using the Reddit Reports of Chronic Pain Dataset. Information 2023;14(4):237 View
  27. Timakum T, Xie Q, Lee S. Identifying mental health discussion topic in social media community: subreddit of bipolar disorder analysis. Frontiers in Research Metrics and Analytics 2023;8 View
  28. Ayadi H, Bour C, Fischer A, Ghoniem M, Fagherazzi G. The Long COVID experience from a patient's perspective: a clustering analysis of 27,216 Reddit posts. Frontiers in Public Health 2023;11 View
  29. Gliniecka M. The Ethics of Publicly Available Data Research: A Situated Ethics Framework for Reddit. Social Media + Society 2023;9(3) View
  30. Brewer G, Urwin E, Witham B. Disabled student experiences of Higher Education. Disability & Society 2023:1 View
  31. Emanuel R, Docherty P, Lunt H, Campbell R. Comparing Literature- and Subreddit-Derived Laboratory Values in Polycystic Ovary Syndrome (PCOS): Validation of Clinical Data Posted on PCOS Reddit Forums. JMIR Formative Research 2023;7:e44810 View
  32. Shah A, Lee K, Hidayat A, Falchook A, Muhammad W. A text analytics approach for mining public discussions in online cancer forum: Analysis of multi-intent lung cancer treatment dataset. International Journal of Medical Informatics 2024;184:105375 View
  33. A. Nicholas D, Jayanthila D. Data retrieval in cancer documents using various weighting schemes. i-manager's Journal on Information Technology 2023;12(4):28 View
  34. Syafiandini A, Yoon J, Lee S, Song C, Yan E, Song M. Examining between-sectors knowledge transfer in the pharmacology field. Scientometrics 2024;129(6):3115 View
  35. Nicmanis M, Holmes J, Oxlad M, Chur-Hansen A. Patient Information Needs and Decision-Making Before a Cardiac Implantable Electronic Device: A Qualitative Study Utilizing Social Media Data. Journal of Clinical Psychology in Medical Settings 2024 View

Books/Policy Documents

  1. Denecke K. Sentiment Analysis in the Medical Domain. View