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List of works by Mark Dredze

#HIV: Alignment of HIV-Related Visual Content on Instagram with Public Health Priorities in the US

scientific article published on 08 January 2020

#MeToo and Google Inquiries Into Sexual Violence: A Hashtag Campaign Can Sustain Information Seeking

scientific article published on 23 August 2019

A large-scale quantitative analysis of latent factors and sentiment in online doctor reviews

scientific article

Adapting and Extending a Typology to Identify Vaccine Misinformation on Twitter

scientific article published on 01 October 2020

Adaptive Regularization of Weight Vectors ⬇️

scientific article published in January 2009

Assessing the Validity of Online Drug Forums as a Source for Estimating Demographic and Temporal Trends in Drug Use.

scientific article

Automated image analysis of instagram posts: Implications for risk perception and communication in public health using a case study of #HIV

scientific article published on 04 May 2020

Big Data Sensors of Organic Advocacy: The Case of Leonardo DiCaprio and Climate Change

scientific article

Breast Cancer Screening and Social Media: a Content Analysis of Evidence Use and Guideline Opinions on Twitter.

scientific article published on 17 January 2017

Can a selfie promote public engagement with skin cancer?

scientific article published on 3 November 2017

Can online self-reports assist in real-time identification of influenza vaccination uptake? A cross-sectional study of influenza vaccine-related tweets in the USA, 2013-2017

scientific article published on 15 January 2019

Challenges of Using Text Classifiers for Causal Inference

scientific article published on 01 October 2018

Chinese social media suggest decreased vaccine acceptance in China: An observational study on Weibo following the 2018 Changchun Changsheng vaccine incident

scientific article published on 22 February 2020

Collateral Crises of Gun Preparation and the COVID-19 Pandemic: An Infodemiology Study

scientific article published on 20 May 2020

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

scientific article

Could behavioral medicine lead the web data revolution?

scientific article

Detecting Changes in Suicide Content Manifested in Social Media Following Celebrity Suicides

scientific article published on 01 September 2015

Discordance Between Human Papillomavirus Twitter Images and Disparities in Human Papillomavirus Risk and Disease in the United States: Mixed-Methods Analysis

scientific article published on 14 September 2018

Discordance Between Human Papillomavirus Twitter Images and Disparities in Human Papillomavirus Risk and Disease in the United States: Mixed-Methods Analysis (Preprint)

scholarly article published 27 February 2018

Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media ⬇️

conference paper published in 2016

Discovering health topics in social media using topic models

scientific article

Don't quote me: reverse identification of research participants in social media studies

scientific article published on 02 August 2018

Effective vaccine communication during the disneyland measles outbreak

scientific article published on 06 May 2016

Exact Convex Confidence-Weighted Learning ⬇️

scientific article published in January 2009

Examining Peer-to-Peer and Patient-Provider Interactions on a Social Media Community Facilitating Ask the Doctor Services

scientific article published on 01 June 2020

Extraction of Geriatric Syndromes From Electronic Health Record Clinical Notes: Assessment of Statistical Natural Language Processing Methods

scientific article published on 26 March 2019

Facebook Pages, the "Disneyland" Measles Outbreak, and Promotion of Vaccine Refusal as a Civil Right, 2009-2019

scientific article published on 01 October 2020

Factorial LDA: Sparse Multi-Dimensional Text Models ⬇️

scientific article published in January 2012

How Internet Contracts Impact Research: Content Analysis of Terms of Service on Consumer Product Websites

scientific article published on 02 December 2020

Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records

scientific article published on 01 August 2019

Ignoring Data Delays Our Reaction to Emerging Public Health Tragedies Like 13 Reasons Why

scientific article published on 25 September 2019

Internet Searches for Acute Anxiety During the Early Stages of the COVID-19 Pandemic

scientific article published on 24 August 2020

Internet Searches for Suicide Following the Release of 13 Reasons Why.

scientific article

Internet Searches for Unproven COVID-19 Therapies in the United States

scientific article published on 29 April 2020

Learning unsupervised contextual representations for medical synonym discovery

scientific article published on 04 November 2019

Leveraging Big Data to Improve Health Awareness Campaigns: A Novel Evaluation of the Great American Smokeout

scientific article

Media Trends for the Substance Abuse and Mental Health Services Administration 800-662-HELP Addiction Treatment Referral Services After a Celebrity Overdose

scientific article published on 01 March 2019

National and local influenza surveillance through Twitter: an analysis of the 2012-2013 influenza epidemic

scientific article

News and Internet Searches About Human Immunodeficiency Virus After Charlie Sheen's Disclosure

scientific article

News coverage of the E-cigarette, or Vaping, product use Associated Lung Injury (EVALI) outbreak and internet searches for vaping cessation

scientific article published on 13 October 2020

Next generation media monitoring: Global coverage of electronic nicotine delivery systems (electronic cigarettes) on Bing, Google and Twitter, 2013-2018

scientific article published in PLoS ONE

Online Sales of Marijuana: An Unrecognized Public Health Dilemma

scientific article published on 22 March 2018

Perceived Attitudes About Substance Use in Anonymous Social Media Posts Near College Campuses: Observational Study

scientific article published on 02 August 2018

Perceived Attitudes About Substance Use in Anonymous Social Media Posts Near College Campuses: Observational Study (Preprint)

scholarly article published 21 January 2018

Pokémon GO-A New Distraction for Drivers and Pedestrians

scientific article published on 16 September 2016

Population health concerns during the United States' Great Recession

scientific article

Quantifying Public Interest in Police Reforms by Mining Internet Search Data Following George Floyd's Death

scientific article published on 21 October 2020

Requests for Diagnoses of Sexually Transmitted Diseases on a Social Media Platform

scientific article published on 01 November 2019

Results from the centers for disease control and prevention's predict the 2013-2014 Influenza Season Challenge

scientific article

Revisiting the Rise of Electronic Nicotine Delivery Systems Using Search Query Surveillance

scientific article

Self-reported Cannabidiol (CBD) Use for Conditions With Proven Therapies

scientific article published on 01 October 2020

Social media as a sensor of air quality and public response in China.

scientific article

The Charlie Sheen Effect on Rapid In-home Human Immunodeficiency Virus Test Sales

scientific article published on 18 May 2017

The Potential of Twitter as a Data Source for Patient Safety

scientific article

The Twitter Social Mobility Index: Measuring Social Distancing Practices from Geolocated Tweets

scientific article published on 11 October 2020

They're heating up: Internet search query trends reveal significant public interest in heat-not-burn tobacco products.

scientific article published on 11 October 2017

Trends in Internet Searches for Cannabidiol (CBD) in the United States

scientific article published on 02 October 2019

Twitter improves influenza forecasting

scientific article

Twitter: big data opportunities

scientific article

Understanding Vaccine Refusal: Why We Need Social Media Now.

scientific article published on 2 December 2015

Using Social Media to Perform Local Influenza Surveillance in an Inner-City Hospital: A Retrospective Observational Study

scientific article

Vaccine Communication as Weaponized Identity Politics

scientific article published on 01 May 2020

Vaccine Images on Twitter: Analysis of What Images are Shared.

scientific article published on 3 April 2018

Vaccine opponents' use of Twitter during the 2016 US presidential election: Implications for practice and policy

scientific article published in July 2017

Vaccine-related advertising in the Facebook Ad Archive

scientific article published on 13 November 2019

Weaponized Health Communication: Twitter Bots and Russian Trolls Amplify the Vaccine Debate

scientific article published on 23 August 2018

What are health-related users tweeting? A qualitative content analysis of health-related users and their messages on twitter

scientific article

What's the healthiest day?: Circaseptan (weekly) rhythms in healthy considerations

scientific article

Why do people use electronic nicotine delivery systems (electronic cigarettes)? A content analysis of Twitter, 2012-2015.

scientific article

Youth violence: What we know and what we need to know

scientific article

Zika vaccine misconceptions: A social media analysis

scientific article

“Repeal and replace”: increased demand for intrauterine devices following the 2016 presidential election

scientific article published on 14 March 2019

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