Influenza and Influenza-Like-Illness (ILI) Surveillance

Articles published in this theme: 239 (scroll down to load remaining articles)

2026

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AI Agents and Epidemic Intelligence on Respiratory Infectious Diseases: Toward a Conceptual Framework Integrating Decision Support

Liuyang Yang, Liyu Shan, Xiaolin Cao, Jinzhao Cui, Michael Tong, Yan Niu, Ting Zhang

J Med Internet Res 2026 (Mar 09); 28:e86936

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2025

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County-Level Influenza-Attributable Emergency Department Visits and Their Spatial Correlates in the United States: Cross-Sectional Observational Study

Xucheng (Fred) Huang, Joshua L Warren, Shuqi Lin, Stefanie Ebelt, Howard H Chang

JMIR Public Health Surveill 2025 (Dec 30); 11:e82879

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Safety and Efficacy of Respiratory Syncytial Virus Vaccination in Older Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Qingzhi Xiao, Ruizhe Yang, Lei Zhang, Ye Tian, Xu Wang, Wei Li

JMIR Public Health Surveill 2025 (Dec 04); 11:e74271

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Comparative Analysis of Outcomes of Influenza and COVID-19 Admissions Among Children With Asthma: A Nationwide Retrospective Cohort Study Using the US National Readmissions Database

Ying-Chen Chen, Chia-Pi Cheng, Po-Cheng Chen, Jinn-Li Wang, Chia-Chen Wu, Ying-Chun Lu

JMIR Med Inform 2025 (Sep 30); 13:e73047

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Impact of a Free Influenza Vaccination Policy on Older Adults in Zhejiang, China: Cross-Sectional Survey of Vaccination Willingness and Determinants

Yusui Zhao, Jinhang Xu, Xuehai Zhang, Yue Xu, Xiaotong Yan, Shaofan Ren, Lixin Wang

JMIR Hum Factors 2025 (Sep 15); 12:e73940

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Analyzing Reddit Social Media Content in the United States Related to H5N1: Sentiment and Topic Modeling Study

Oscar Pang, Zahra Movahedi Nia, Murray Gillies, Doris Leung, Nicola Bragazzi, Itlala Gizo, Jude Dzevela Kong

J Med Internet Res 2025 (Sep 09); 27:e70746

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Effectiveness, Usability, and Acceptability of ChatGPT With Retrieval-Augmented Generation (SIV-ChatGPT) in Increasing Seasonal Influenza Vaccination Uptake Among Older Adults: Quasi-Experimental Study

Zixin Wang, Tsz Hin Tsang, Fuk-yuen Yu, Yuan Fang, Siyu Chen, Fenghua Sun, Phoenix K H Mo, Kwong-Cheong Wong

J Med Internet Res 2025 (Sep 08); 27:e76849

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Effects of Scalable, Wordless, Short, Animated Storytelling Videos on Flu Vaccine Hesitancy in China: Nationwide, Single-Blind, Parallel-Group, Randomized Controlled Trial

Wenjin Chen, Lirui Jiao, Qiushi Chen, Zhoutao Zheng, Pascal Geldsetzer, Merlin Greuel, Jennifer Gates, Jinghan Zhao, Till Bärnighausen, Maya Adam, Simiao Chen, Chen Wang

J Med Internet Res 2025 (Aug 27); 27:e66758

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A “Pandemic-Proof” Methodology for Outbreak Detection Adapted From COVID-19’s Impact on Notifications of Infectious Diseases in the Netherlands: Surveillance Study

Babette van Deursen, Stijn Raven, Wolfer van den Bosch, Cornelia H M van Jaarsveld, Aura Timen

JMIR Public Health Surveill 2025 (Aug 26); 11:e73953

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Assessment of Influenza Testing Distribution in the United States for the 2021-2022, 2022-2023, and 2023-2024 Influenza Seasons: Online Cross-Sectional Study

Autumn Gertz, Juliana B Sopko, Christopher Remmel, Benjamin Rader, John S Brownstein

JMIR Public Health Surveill 2025 (Aug 26); 11:e76459

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A Deep Learning Framework for Using Search Engine Data to Predict Influenza-Like Illness and Distinguish Epidemic and Nonepidemic Seasons: Multifeature Time Series Analysis

Ji Li, Xiangyu Yan, Xingjie Chu, Ying Zhang, Guoliang Liu, Lin Li, Yue Li, Xiaochun Dong, Zihan Mei, Zhengkun Liu, Jinyue Yuan, Xiaohan Sun, Chunxia Cao

J Med Internet Res 2025 (Aug 11); 27:e71786

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The Impact of Point-of-Care Testing for Influenza on Antimicrobial Stewardship in UK Primary Care: Nested Cohort Study

Uy Hoang, Jessica Smylie, Elizabeth Button, Jack Macartney, Cecilia Okusi, Rachel Byford, Filipa Ferreira, Charis Xie, Mark Joy, Tristan Clark, Simon de Lusignan

JMIR Public Health Surveill 2025 (Jul 15); 11:e72322

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Integrating the Situational Theory of Problem Solving and Technology Acceptance Model to Predict Intention to Practice Health Protective Behavior for Influenza-Like Illness Among TikTok Users: Cross-Sectional Study

Can Li, Jen-Sern Tham, Ghazali Akmar Hayati Ahmad, Norliana Hashim, Jeong-Nam Kim

J Med Internet Res 2025 (Jul 02); 27:e73677

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Influenza Vaccination Coverage and Determinants of New Vaccinations During the COVID-19 Pandemic in Spain (ENE-COVID): Nationwide Population-Based Study

Miguel Ángel de la Cámara, Nerea Fernández de Larrea-Baz, Roberto Pastor-Barriuso, Amparo Larrauri, Pablo Fernández-Navarro, Marina Pollán, Beatriz Pérez-Gómez, ENE-COVID Study Group

JMIR Public Health Surveill 2025 (Jul 01); 11:e60658

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Evaluation of a Machine Learning Model Based on Laboratory Parameters for the Prediction of Influenza A and B in Chongqing, China: Multicenter Model Development and Validation Study

Weiwei Hu, Yulong Liu, Jian Dong, Xuelian Peng, Chunyan Yang, Honglin Wang, Yong Chen, Shan Shi, Jin Li

J Med Internet Res 2025 (May 15); 27:e67847

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Impact of Acute Respiratory Infections on Medical Absenteeism Among Military Personnel: Retrospective Cohort Study

Premikha M, Jit Khong Goh, Jing Qiang Ng, Adeliza Mutalib, Huai Yang Lim

JMIR Form Res 2025 (Apr 18); 9:e69113

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Digital Health Intervention on Awareness of Vaccination Against Influenza Among Adults With Diabetes: Pragmatic Randomized Follow-Up Study

Yifat Fundoiano-Hershcovitz, Felix Lee, Catherine Stanger, Inbar Breuer Asher, David L Horwitz, Omar Manejwala, Jan Liska, David Kerr

J Med Internet Res 2025 (Apr 10); 27:e68936

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Impact of Primary Health Care Data Quality on Infectious Disease Surveillance in Brazil: Case Study

Pilar Tavares Veras Florentino, Juracy Bertoldo Junior, George Caique Gouveia Barbosa, Thiago Cerqueira-Silva, Vinicius de Araújo Oliveira, Marcio Henrique de Oliveira Garcia, Gerson Oliveira Penna, Viviane Boaventura, Pablo Ivan Pereira Ramos, Manoel Barral-Netto, Izabel Marcilio

JMIR Public Health Surveill 2025 (Feb 21); 11:e67050

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InfectA-Chat, an Arabic Large Language Model for Infectious Diseases: Comparative Analysis

Yesim Selcuk, Eunhui Kim, Insung Ahn

JMIR Med Inform 2025 (Feb 10); 13:e63881

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Forecasting the Incidence of Mumps Based on the Baidu Index and Environmental Data in Yunnan, China: Deep Learning Model Study

Xin Xiong, Linghui Xiang, Litao Chang, Irene XY Wu, Shuzhen Deng

J Med Internet Res 2025 (Feb 06); 27:e66072

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