Infodemiology and Infoveillance

Early Predictive Accuracy of Machine Learning for Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis

Benqiao Wang, Bohao Jiang, Dan Liu, Ruixia Zhu

J Med Internet Res 2025 (May 23); 27:e71654

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Impact of the COVID-19 Pandemic and the 2021 National Institute for Health and Care Excellence Guidelines on Public Perspectives Toward Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Thematic and Sentiment Analysis on Twitter (Rebranded as X)

Iliya Khakban, Shagun Jain, Joseph Gallab, Blossom Dharmaraj, Fangwen Zhou, Cynthia Lokker, Wael Abdelkader, Dena Zeraatkar, Jason W Busse

J Med Internet Res 2025 (May 21); 27:e65087

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Patient Voices in Dialysis Care: Sentiment Analysis and Topic Modeling Study of Social Media Discourse

Ravi Shankar, Qian Xu, Anjali Bundele

J Med Internet Res 2025 (May 15); 27:e70128

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Linguistic Markers of Pain Communication on X (Formerly Twitter) in US States With High and Low Opioid Mortality: Machine Learning and Semantic Network Analysis

ShinYe Kim, Winson Fu Zun Yang, Zishan Jiwani, Emily Hamm, Shreya Singh

J Med Internet Res 2025 (May 13); 27:e67506

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Shifting Narratives in Media Coverage Across a Decade of Drug Discourse in the Philadelphia Inquirer: Qualitative Sentiment Analysis

Layla Bouzoubaa, Ramtin Ehsani, Preetha Chatterjee, Rezvaneh Rezapour

JMIR Infodemiology 2025 (May 13); 5:e56004

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Stigma Attitudes Toward HIV/AIDS From 2011 Through 2023 in Japan: Retrospective Study in Japan

Yi Piao, Nao Taguchi, Keisuke Harada, Kunihiro Hirahara, Yosuke Takaku, John Austin, KuanYeh Lee, Yui Shiozawa, Yunfei Cheng, Yoji Inoue

J Med Internet Res 2025 (May 12); 27:e69696

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Boosting Blood Donations Through Facebook Engagement: Randomized Controlled Field Trial

Steven Ramondt, Peter Kerkhof, Eva-Maria Merz

J Med Internet Res 2025 (May 12); 27:e64740

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Food Access in New York City During the COVID-19 Pandemic: Social Media Monitoring Study

Leah Butz, Charles Platkin, Jonathan Chin, Juan Pablo Chavez Salas, Ellie Serres, May May Leung

JMIR Form Res 2025 (May 09); 9:e49520

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Development and Validation of the Media Health Literacy Scale: Assessment Tool Development Study

Sangyoon Shin, Seungyeon Kim, Youngshin Song, Hyesun Jeong, Yun Mi Yu, Euni Lee

J Med Internet Res 2025 (May 05); 27:e62884

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Exploring Topics, Emotions, and Sentiments in Health Organization Posts and Public Responses on Instagram: Content Analysis

Abigail Paradise Vit, Avi Magid

JMIR Infodemiology 2025 (May 02); 5:e70576

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Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listening Study

Jean-François Jeanne, Joelle Malaab, Antoine Vanhove, Florian Mourey, Manissa Talmatkadi, Stéphane Schück

JMIR Infodemiology 2025 (May 01); 5:e60528

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Evaluating the Content and Quality of Videos Related to Hypertrophic Scarring on TikTok in China: Cross-Sectional Study

Jiangkun Wang, Kai Xu, Juanjuan Wu, Wen Liang, Weiming Qiu, Song Wang

JMIR Infodemiology 2025 (Apr 29); 5:e64792

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Media Discourse, Influence, and Reflection: Content Analysis and Text-Mining Study of Suicides and Homicides in Long-Term Care

Charlotte Wang, Hsiu-Ju Fang, Hsin-Yang Lu, Chen-Fen Chen

J Med Internet Res 2025 (Apr 28); 27:e59037

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The Role of Digital Opinion Leaders in Dengue Prevention Through Health Promotion and Public Health Collaboration: Qualitative Semistructured Interview Study

Andrew Green, Shishi Wu, Alberta Di Pasquale, Tikki Pang

J Med Internet Res 2025 (Apr 25); 27:e70997

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A Social Media Study of Portrayals of Bipolar Disorders on YouTube: Content and Thematic Analyses

Eric Mayor, Lucas M Bietti

J Med Internet Res 2025 (Apr 25); 27:e67129

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Social Listening for Patient Experiences With Stopping Extended-Release Buprenorphine: Content Analysis of Reddit Messages

Michael K Gilbert, Ashlynn R Daughton, Howard D Chilcoat, Celine M Laffont, Stephanie Strafford, Angela M DeVeaugh-Geiss

J Med Internet Res 2025 (Apr 25); 27:e71245

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Assessing COVID-19 Mortality in Serbia’s Capital: Model-Based Analysis of Excess Deaths

Dane Cvijanovic, Nikola Grubor, Nina Rajovic, Mira Vucevic, Svetlana Miltenovic, Marija Laban, Tatjana Mostic, Radica Tasic, Bojana Matejic, Natasa Milic

JMIR Public Health Surveill 2025 (Apr 17); 11:e56877

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Exploring the Use of Social Media for Activism by Mexican Nongovernmental Organizations Using Posts From the 16 Days of Activism Against Gender-Based Violence Campaign: Thematic Content Analysis

Marian Marian, Ramona L Pérez, Elizabeth Reed, Samantha Hurst, Rebecka Lundgren, Amanda C McClain, Kathryn M Barker

JMIR Infodemiology 2025 (Apr 17); 5:e67368

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Search Volume of Insomnia and Suicide as Digital Footprints of Global Mental Health During the COVID-19 Pandemic: 3-Year Infodemiology Study

Sheng-Hsuan Lin, Kuan-Pin Su, Hsiao-Hui Tsou, Pei-Hsuan Hsia, Yu-Hsuan Lin

J Med Internet Res 2025 (Apr 17); 27:e67646

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Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic

Julina Maharjan, Jianfeng Zhu, Jennifer King, NhatHai Phan, Deric Kenne, Ruoming Jin

JMIR Infodemiology 2025 (Apr 17); 5:e59076

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