Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management

E-Cigarette Social Media Messages: A Text Mining Analysis of Marketing and Consumer Conversations on Twitter

Allison J Lazard, Adam J Saffer, Gary B Wilcox, Arnold DongWoo Chung, Michael S Mackert, Jay M Bernhardt

JMIR Public Health Surveill 2016 (Dec 12); 2(2):e171

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Applying Multiple Data Collection Tools to Quantify Human Papillomavirus Vaccine Communication on Twitter

Philip M Massey, Amy Leader, Elad Yom-Tov, Alexandra Budenz, Kara Fisher, Ann C Klassen

J Med Internet Res 2016 (Dec 05); 18(12):e318

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Estimating the Duration of Public Concern After the Fukushima Dai-ichi Nuclear Power Station Accident From the Occurrence of Radiation Exposure-Related Terms on Twitter: A Retrospective Data Analysis

Naoki Nishimoto, Mizuki Ota, Ayako Yagahara, Katsuhiko Ogasawara

JMIR Public Health Surveill 2016 (Nov 25); 2(2):e168

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“Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites

Timothy R Tangherlini, Vwani Roychowdhury, Beth Glenn, Catherine M Crespi, Roja Bandari, Akshay Wadia, Misagh Falahi, Ehsan Ebrahimzadeh, Roshan Bastani

JMIR Public Health Surveill 2016 (Nov 22); 2(2):e166

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Online Concerns of Parents Suspecting Autism Spectrum Disorder in Their Child: Content Analysis of Signs and Automated Prediction of Risk

Ayelet Ben-Sasson, Elad Yom-Tov

J Med Internet Res 2016 (Nov 22); 18(11):e300

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Assessing the Viability of Social Media for Disseminating Evidence-Based Nutrition Practice Guideline Through Content Analysis of Twitter Messages and Health Professional Interviews: An Observational Study

Rosa K Hand, Deric Kenne, Taylor M Wolfram, Jenica K Abram, Michael Fleming

J Med Internet Res 2016 (Nov 15); 18(11):e295

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Use of Social Media in the Diabetes Community: An Exploratory Analysis of Diabetes-Related Tweets

Yang Liu, Qiaozhu Mei, David A Hanauer, Kai Zheng, Joyce M Lee

JMIR Diabetes 2016 (Nov 07); 1(2):e4

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“When ‘Bad’ is ‘Good’”: Identifying Personal Communication and Sentiment in Drug-Related Tweets

Raminta Daniulaityte, Lu Chen, Francois R Lamy, Robert G Carlson, Krishnaprasad Thirunarayan, Amit Sheth

JMIR Public Health Surveill 2016 (Oct 24); 2(2):e162

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Evaluating Google, Twitter, and Wikipedia as Tools for Influenza Surveillance Using Bayesian Change Point Analysis: A Comparative Analysis

J Danielle Sharpe, Richard S Hopkins, Robert L Cook, Catherine W Striley

JMIR Public Health Surveill 2016 (Oct 20); 2(2):e161

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Building a National Neighborhood Dataset From Geotagged Twitter Data for Indicators of Happiness, Diet, and Physical Activity

Quynh C Nguyen, Dapeng Li, Hsien-Wen Meng, Suraj Kath, Elaine Nsoesie, Feifei Li, Ming Wen

JMIR Public Health Surveill 2016 (Oct 17); 2(2):e158

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Disease Monitoring and Health Campaign Evaluation Using Google Search Activities for HIV and AIDS, Stroke, Colorectal Cancer, and Marijuana Use in Canada: A Retrospective Observational Study

Rebecca Ling, Joon Lee

JMIR Public Health Surveill 2016 (Oct 12); 2(2):e156

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Impact of Predicting Health Care Utilization Via Web Search Behavior: A Data-Driven Analysis

Vibhu Agarwal, Liangliang Zhang, Josh Zhu, Shiyuan Fang, Tim Cheng, Chloe Hong, Nigam H Shah

J Med Internet Res 2016 (Sep 21); 18(9):e251

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Chiropractic and Spinal Manipulation Therapy on Twitter: Case Study Examining the Presence of Critiques and Debates

Alessandro R Marcon, Philip Klostermann, Timothy Caulfield

JMIR Public Health Surveill 2016 (Sep 16); 2(2):e153

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Tracking Dabbing Using Search Query Surveillance: A Case Study in the United States

Zhu Zhang, Xiaolong Zheng, Daniel Dajun Zeng, Scott J Leischow

J Med Internet Res 2016 (Sep 16); 18(9):e252

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Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection

Didi Surian, Dat Quoc Nguyen, Georgina Kennedy, Mark Johnson, Enrico Coiera, Adam G Dunn

J Med Internet Res 2016 (Aug 29); 18(8):e232

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Reaction on Twitter to a Cluster of Perinatal Deaths: A Mixed Method Study

Sarah Meaney, Leanne Cussen, Richard A Greene, Keelin O'Donoghue

JMIR Public Health Surveill 2016 (Jul 27); 2(2):e36

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Estimating Influenza Outbreaks Using Both Search Engine Query Data and Social Media Data in South Korea

Hyekyung Woo, Youngtae Cho, Eunyoung Shim, Jong-Koo Lee, Chang-Gun Lee, Seong Hwan Kim

J Med Internet Res 2016 (Jul 04); 18(7):e177

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Google Flu Trends Spatial Variability Validated Against Emergency Department Influenza-Related Visits

Joseph Jeffrey Klembczyk, Mehdi Jalalpour, Scott Levin, Raynard E Washington, Jesse M Pines, Richard E Rothman, Andrea Freyer Dugas

J Med Internet Res 2016 (Jun 28); 18(6):e175

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Applying Sparse Machine Learning Methods to Twitter: Analysis of the 2012 Change in Pap Smear Guidelines. A Sequential Mixed-Methods Study

Courtney Rees Lyles, Andrew Godbehere, Gem Le, Laurent El Ghaoui, Urmimala Sarkar

JMIR Public Health Surveill 2016 (Jun 10); 2(1):e21

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Utilizing Nontraditional Data Sources for Near Real-Time Estimation of Transmission Dynamics During the 2015-2016 Colombian Zika Virus Disease Outbreak

Maimuna S Majumder, Mauricio Santillana, Sumiko R Mekaru, Denise P McGinnis, Kamran Khan, John S Brownstein

JMIR Public Health Surveill 2016 (Jun 01); 2(1):e30

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