Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine

Long Short-term Memory–Based Prediction of the Spread of Influenza-Like Illness Leveraging Surveillance, Weather, and Twitter Data: Model Development and Validation

Maria Athanasiou, Georgios Fragkozidis, Konstantia Zarkogianni, Konstantina S Nikita

J Med Internet Res 2023;25:e42519

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Engagement With and Acceptability of Digital Media Platforms for Use in Improving Health Behaviors Among Vulnerable Families: Systematic Review

Elisabet V Eppes, Marycatherine Augustyn, Susan M Gross, Paris Vernon, Laura E Caulfield, David M Paige

J Med Internet Res 2023;25:e40934

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Nominal Versus Realized Costs of Recruiting and Retaining a National Sample of Sexual Minority Adolescents in the United States: Longitudinal Study

Mary Rose Mamey, Sheree M Schrager, Harmony Rhoades, Jeremy T Goldbach

J Med Internet Res 2023;25:e36764

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Mining the Influencing Factors and Their Asymmetrical Effects of mHealth Sleep App User Satisfaction From Real-world User-Generated Reviews: Content Analysis and Topic Modeling

Mingfu Nuo, Shaojiang Zheng, Qinglian Wen, Hongjuan Fang, Tong Wang, Jun Liang, Hongbin Han, Jianbo Lei

J Med Internet Res 2023;25:e42856

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A Comprehensive Analysis of COVID-19 Vaccine Discourse by Vaccine Brand on Twitter in Korea: Topic and Sentiment Analysis

Susan Park, Young-Kyoon Suh

J Med Internet Res 2023;25:e42623

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Sensing Psychological Well-being Using Social Media Language: Prediction Model Development Study

Nuo Han, Sijia Li, Feng Huang, Yeye Wen, Xiaoyang Wang, Xiaoqian Liu, Linyan Li, Tingshao Zhu

J Med Internet Res 2023;25:e41823

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User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis

Hyojin Chin, Gabriel Lima, Mingi Shin, Assem Zhunis, Chiyoung Cha, Junghoi Choi, Meeyoung Cha

J Med Internet Res 2023;25:e40922

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Primary Perspectives in Meme Utilization as a Digital Driver for Medical Community Engagement and Education Mobilization: Pre-Post Study

Darrel Wang, Neha Balapal, Amala Ankem, Saishravan Shyamsundar, Adarsh Balaji, Jasmine Kannikal, Marlie Bruno, Shuhan He, Paul Chong

JMIR Hum Factors 2023;10:e40244

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Social Media is Addictive and Influences Behavior: Should it Be Regulated as a Digital Therapeutic?

Eric Perakslis, Yuri Quintana

J Med Internet Res 2023;25:e43174

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Estimating County-Level Overdose Rates Using Opioid-Related Twitter Data: Interdisciplinary Infodemiology Study

Raphael Cuomo, Vidya Purushothaman, Alec J Calac, Tiana McMann, Zhuoran Li, Tim Mackey

JMIR Form Res 2023;7:e42162

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Analyzing User-Generated Web-Based Posts of Adolescents’ Emotional, Behavioral, and Symptom Responses to Beliefs About Depression: Qualitative Thematic Analysis

Kim Kristoffer Dysthe, Jan Ivar Røssberg, Petter Bae Brandtzaeg, Marita Skjuve, Ole Rikard Haavet, Asbjørn Følstad, Atle Klovning

J Med Internet Res 2023;25:e37289

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The Influence of Social Media Interactions and Behaviors on Depressive Symptoms Among Sexual and Gender Minority Young Adults in the United States: Protocol for a Mixed Methods Longitudinal Study

César Escobar-Viera, Robert W S Coulter, M Reuel Friedman, Brian Thoma, Galen E Switzer, Jamie Martina, James Erin Egan, Brian Primack

JMIR Res Protoc 2023;12:e43627

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Facebook Intervention for Young-Onset Melanoma Survivors and Families: Protocol for a Randomized Controlled Trial

Sharon Manne, Sherry Pagoto, Susan Peterson, Carolyn Heckman, Deborah Kashy, Adam Berger, Christina Studts, Rosalyn Negrón, David Buller, Lisa Paddock, Joseph Gallo, Alexandria Kulik, Sara Frederick, Morgan Pesanelli, Mara Domider, Marissa Grosso

JMIR Res Protoc 2023;12:e39640

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Detecting Tweets Containing Cannabidiol-Related COVID-19 Misinformation Using Transformer Language Models and Warning Letters From Food and Drug Administration: Content Analysis and Identification

Jason Turner, Mehmed Kantardzic, Rachel Vickers-Smith, Andrew G Brown

JMIR Infodemiology 2023;3:e38390

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Reaching Populations at Risk for HIV Through Targeted Facebook Advertisements: Cost-Consequence Analysis

John J Hanna, Sameh N Saleh, Christoph U Lehmann, Ank E Nijhawan, Richard J Medford

JMIR Form Res 2023;7:e38630

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An Exploratory Study of Medical Journal’s Twitter Use: Metadata, Networks, and Content Analyses

Donghun Kim, Woojin Jung, Ting Jiang, Yongjun Zhu

J Med Internet Res 2023;25:e43521

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Monkeypox Content on TikTok: Cross-sectional Analysis

Antonio Ji-Xu, Kyaw Zin Htet, Kieron S Leslie

J Med Internet Res 2023;25:e44697

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Estimation of Bedtimes of Reddit Users: Integrated Analysis of Time Stamps and Surveys

William U Meyerson, Sarah K Fineberg, Ye Kyung Song, Adam Faber, Garrett Ash, Fernanda C Andrade, Philip Corlett, Mark B Gerstein, Rick H Hoyle

JMIR Form Res 2023;7:e38112

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“I Haven’t Been Diagnosed, but I Should Be”—Insight Into Self-diagnoses of Common Mental Health Disorders: Cross-sectional Study

Lauren A Rutter, Jacqueline Howard, Prabhvir Lakhan, Danny Valdez, Johan Bollen, Lorenzo Lorenzo-Luaces

JMIR Form Res 2023;7:e39206

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Sampling Sexual and Gender Minority Youth With UnACoRN (Understanding Affirming Communities, Relationships, and Networks): Lessons From a Web-Based Survey

Jorge Andrés Delgado-Ron, Thiyaana Jeyabalan, Sarah Watt, Stéphanie Black, Martha Gumprich, Travis Salway

J Med Internet Res 2023;25:e44175

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