Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management

Real Time Influenza Monitoring Using Hospital Big Data in Combination with Machine Learning Methods: Comparison Study

Canelle Poirier, Audrey Lavenu, Valérie Bertaud, Boris Campillo-Gimenez, Emmanuel Chazard, Marc Cuggia, Guillaume Bouzillé

JMIR Public Health Surveill 2018 (Dec 21); 4(4):e11361

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Analysis of the Regionality of the Number of Tweets Related to the 2011 Fukushima Nuclear Power Station Disaster: Content Analysis

Tomohiro Aoki, Teppei Suzuki, Ayako Yagahara, Shin Hasegawa, Shintaro Tsuji, Katsuhiko Ogasawara

JMIR Public Health Surveill 2018 (Dec 18); 4(4):e70

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Monitoring Online Discussions About Suicide Among Twitter Users With Schizophrenia: Exploratory Study

Yulin Hswen, John A Naslund, John S Brownstein, Jared B Hawkins

JMIR Ment Health 2018 (Dec 13); 5(4):e11483

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Analyzing Twitter as a Platform for Alzheimer-Related Dementia Awareness: Thematic Analyses of Tweets

Tiffany Yi-Mei Cheng, Lisa Liu, Benjamin KP Woo

JMIR Aging 2018 (Dec 10); 1(2):e11542

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Exploring the Utility of Community-Generated Social Media Content for Detecting Depression: An Analytical Study on Instagram

Benjamin J Ricard, Lisa A Marsch, Benjamin Crosier, Saeed Hassanpour

J Med Internet Res 2018 (Dec 06); 20(12):e11817

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Characterizing Tweet Volume and Content About Common Health Conditions Across Pennsylvania: Retrospective Analysis

Christopher Tufts, Daniel Polsky, Kevin G Volpp, Peter W Groeneveld, Lyle Ungar, Raina M Merchant, Arthur P Pelullo

JMIR Public Health Surveill 2018 (Dec 06); 4(4):e10834

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Novel Approach to Cluster Patient-Generated Data Into Actionable Topics: Case Study of a Web-Based Breast Cancer Forum

Josette Jones, Meeta Pradhan, Masoud Hosseini, Anand Kulanthaivel, Mahmood Hosseini

JMIR Med Inform 2018 (Nov 29); 6(4):e45

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Dynamics of Health Agency Response and Public Engagement in Public Health Emergency: A Case Study of CDC Tweeting Patterns During the 2016 Zika Epidemic

Shi Chen, Qian Xu, John Buchenberger, Arunkumar Bagavathi, Gabriel Fair, Samira Shaikh, Siddharth Krishnan

JMIR Public Health Surveill 2018 (Nov 22); 4(4):e10827

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How Twitter Can Support the HIV/AIDS Response to Achieve the 2030 Eradication Goal: In-Depth Thematic Analysis of World AIDS Day Tweets

Michelle Odlum, Sunmoo Yoon, Peter Broadwell, Russell Brewer, Da Kuang

JMIR Public Health Surveill 2018 (Nov 22); 4(4):e10262

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Automated Identification of Hookahs (Waterpipes) on Instagram: An Application in Feature Extraction Using Convolutional Neural Network and Support Vector Machine Classification

Youshan Zhang, Jon-Patrick Allem, Jennifer Beth Unger, Tess Boley Cruz

J Med Internet Res 2018 (Nov 21); 20(11):e10513

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Web-Based Signal Detection Using Medical Forums Data in France: Comparative Analysis

Marie-Laure Kürzinger, Stéphane Schück, Nathalie Texier, Redhouane Abdellaoui, Carole Faviez, Julie Pouget, Ling Zhang, Stéphanie Tcherny-Lessenot, Stephen Lin, Juhaeri Juhaeri

J Med Internet Res 2018 (Nov 20); 20(11):e10466

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Hookah-Related Posts to Twitter From 2017 to 2018: Thematic Analysis

Jon-Patrick Allem, Likhit Dharmapuri, Adam M Leventhal, Jennifer B Unger, Tess Boley Cruz

J Med Internet Res 2018 (Nov 19); 20(11):e11669

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Identifying and Understanding Communities Using Twitter to Connect About Depression: Cross-Sectional Study

Amber D. DeJohn, Emily English Schulz, Amber L Pearson, E Megan Lachmar, Andrea K Wittenborn

JMIR Ment Health 2018 (Nov 05); 5(4):e61

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Identification of Primary Medication Concerns Regarding Thyroid Hormone Replacement Therapy From Online Patient Medication Reviews: Text Mining of Social Network Data

So Hyun Park, Song Hee Hong

J Med Internet Res 2018 (Oct 24); 20(10):e11085

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Using Twitter to Examine Web-Based Patient Experience Sentiments in the United States: Longitudinal Study

Kara C Sewalk, Gaurav Tuli, Yulin Hswen, John S Brownstein, Jared B Hawkins

J Med Internet Res 2018 (Oct 12); 20(10):e10043

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Twitter-Based Influenza Detection After Flu Peak via Tweets With Indirect Information: Text Mining Study

Shoko Wakamiya, Yukiko Kawai, Eiji Aramaki

JMIR Public Health Surveill 2018 (Sep 25); 4(3):e65

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Sudden Infant Death Syndrome and Safe Sleep on Twitter: Analysis of Influences and Themes to Guide Health Promotion Efforts

Kelly A Pretorius, Michael Mackert, Gary B Wilcox

JMIR Pediatr Parent 2018 (Sep 07); 1(2):e10435

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Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models

Jingcheng Du, Lu Tang, Yang Xiang, Degui Zhi, Jun Xu, Hsing-Yi Song, Cui Tao

J Med Internet Res 2018 (Jul 09); 20(7):e236

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Identifying Methods for Monitoring Foodborne Illness: Review of Existing Public Health Surveillance Techniques

Rachel A Oldroyd, Michelle A Morris, Mark Birkin

JMIR Public Health Surveill 2018 (Jun 06); 4(2):e57

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New Tobacco and Tobacco-Related Products: Early Detection of Product Development, Marketing Strategies, and Consumer Interest

Yvonne CM Staal, Suzanne van de Nobelen, Anne Havermans, Reinskje Talhout

JMIR Public Health Surveill 2018 (May 28); 4(2):e55

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