Influenza and Influenza-Like-Illness (ILI) Surveillance

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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Elevated Ambient Temperature Associated With Reduced Infectious Disease Test Positivity Rates: Retrospective Observational Analysis of Statewide COVID-19 Testing and Weather Across California Counties

Nicholas Wing-Ping Kwok, Joshua Pevnick, Keith Feldman

JMIR Public Health Surveill 2024 (Dec 12); 10:e57495

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A Computable Phenotype Algorithm for Postvaccination Myocarditis/Pericarditis Detection Using Real-World Data: Validation Study

Matthew Deady, Raymond Duncan, Matthew Sonesen, Renier Estiandan, Kelly Stimpert, Sylvia Cho, Jeffrey Beers, Brian Goodness, Lance Daniel Jones, Richard Forshee, Steven A Anderson, Hussein Ezzeldin

J Med Internet Res 2024 (Nov 25); 26:e54597

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Public Health Data Exchange Through Health Information Exchange Organizations: National Survey Study

Sarah Rosenthal, Julia Adler-Milstein, Vaishali Patel

JMIR Public Health Surveill 2024 (Nov 15); 10:e64969

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Early Warning Systems for Acute Respiratory Infections: Scoping Review of Global Evidence

Atushi Patel, Kevin Maruthananth, Neha Matharu, Andrew D Pinto, Banafshe Hosseini

JMIR Public Health Surveill 2024 (Nov 07); 10:e62641

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Evaluating a WeChat-Based Intervention to Enhance Influenza Vaccination Knowledge, Attitude, and Behavior Among Chinese University Students Residing in the United Kingdom: Controlled, Quasi-Experimental, Mixed Methods Study

Lan Li, Caroline E Wood, Patty Kostkova

JMIR Form Res 2024 (Oct 24); 8:e55706

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Changes in the Epidemiological Features of Influenza After the COVID-19 Pandemic in China, the United States, and Australia: Updated Surveillance Data for Influenza Activity

Mingyue Jiang, Mengmeng Jia, Qing Wang, Yanxia Sun, Yunshao Xu, Peixi Dai, Weizhong Yang, Luzhao Feng

Interact J Med Res 2024 (Oct 09); 13:e47370

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Influenza-Like Illness in Lesotho From July 2020 to July 2021: Population-Based Participatory Surveillance Results

Abigail R Greenleaf, Sarah Francis, Jungang Zou, Shannon M Farley, Tšepang Lekhela, Fred Asiimwe, Qixuan Chen

JMIR Public Health Surveill 2024 (Oct 08); 10:e55208

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Evaluation of Machine Learning to Detect Influenza Using Wearable Sensor Data and Patient-Reported Symptoms: Cohort Study

Kamran Farooq, Melody Lim, Lawrence Dennison-Hall, Finn Janson, Aspen Hazel Olszewska, Muhammad Mamduh Ahmad Zabidi, Anna Haratym-Rojek, Karol Narowski, Barry Clinch, Marco Prunotto, Devika Chawla, Victoria Hunter, Vincent Ukachukwu

J Med Internet Res 2024 (Oct 04); 26:e47879

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Advancing Public Health Surveillance in Child Care Centers: Stakeholder-Informed Redesign and User Satisfaction Evaluation of the MCRISP Network

William Gribbin, Peter Dejonge, Jakob Rodseth, Andrew Hashikawa

JMIR Public Health Surveill 2024 (Sep 24); 10:e60319

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Kinetics of Viral Shedding for Outbreak Surveillance of Emerging Infectious Diseases: Modeling Approach to SARS-CoV-2 Alpha and Omicron Infection

Ting-Yu Lin, Amy Ming-Fang Yen, Sam Li-Sheng Chen, Chen-Yang Hsu, Chao-Chih Lai, Dih-Ling Luh, Yen-Po Yeh, Tony Hsiu-Hsi Chen

JMIR Public Health Surveill 2024 (Sep 19); 10:e54861

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From Fax to Secure File Transfer Protocol: The 25-Year Evolution of Real-Time Syndromic Surveillance in England

Alex J Elliot, Helen E Hughes, Sally E Harcourt, Sue Smith, Paul Loveridge, Roger A Morbey, Amardeep Bains, Obaghe Edeghere, Natalia R Jones, Daniel Todkill, Gillian E Smith

J Med Internet Res 2024 (Sep 17); 26:e58704

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Digital Gamification Tool (Let’s Control Flu) to Increase Vaccination Coverage Rates: Proposal for Algorithm Development

Henrique Lopes, Ricardo Baptista-Leite, Catarina Hermenegildo, Rifat Atun

JMIR Res Protoc 2024 (Sep 10); 13:e55613

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The Clinical Severity of COVID-19 Variants of Concern: Retrospective Population-Based Analysis

Sean P Harrigan, Héctor A Velásquez García, Younathan Abdia, James Wilton, Natalie Prystajecky, John Tyson, Chris Fjell, Linda Hoang, Jeffrey C Kwong, Sharmistha Mishra, Linwei Wang, Beate Sander, Naveed Z Janjua, Hind Sbihi

JMIR Public Health Surveill 2024 (Aug 27); 10:e45513

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Impact of the COVID-19 Pandemic on Influenza Hospital Admissions and Deaths in Wales: Descriptive National Time Series Analysis

Mohammad Alsallakh, Davies Adeloye, Eleftheria Vasileiou, Shanya Sivakumaran, Ashley Akbari, Ronan A Lyons, Chris Robertson, Igor Rudan, Gwyneth A Davies, Aziz Sheikh

JMIR Public Health Surveill 2024 (Aug 21); 10:e43173

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