Influenza and Influenza-Like-Illness (ILI) Surveillance

Characterization of Influenza-Like Illness Burden Using Commercial Wearable Sensor Data and Patient-Reported Outcomes: Mixed Methods Cohort Study

Victoria Hunter, Allison Shapiro, Devika Chawla, Faye Drawnel, Ernesto Ramirez, Elizabeth Phillips, Sara Tadesse-Bell, Luca Foschini, Vincent Ukachukwu

J Med Internet Res 2023;25:e41050

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Protecting Older Adult Residents in Care Facilities Against Influenza and COVID-19 Using the Influenza Communication, Advice and Reporting (FluCARE) App: Prospective Cohort Mixed Methods Study

Emma Quinn, Kai Hsun Hsiao, Travers Johnstone, Maria Gomez, Arun Parasuraman, Andrew Ingleton, Nicholas Hirst, Zeina Najjar, Leena Gupta

JMIR Form Res 2023;7:e38080

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Deep-Learning Model for Influenza Prediction From Multisource Heterogeneous Data in a Megacity: Model Development and Evaluation

Liuyang Yang, Gang Li, Jin Yang, Ting Zhang, Jing Du, Tian Liu, Xingxing Zhang, Xuan Han, Wei Li, Libing Ma, Luzhao Feng, Weizhong Yang

J Med Internet Res 2023;25:e44238

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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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Influenza-Associated Excess Mortality by Age, Sex, and Subtype/Lineage: Population-Based Time-Series Study With a Distributed-Lag Nonlinear Model

Li Li, Ze-Lin Yan, Lei Luo, Wenhui Liu, Zhou Yang, Chen Shi, Bo-Wen Ming, Jun Yang, Peihua Cao, Chun-Quan Ou

JMIR Public Health Surveill 2023;9:e42530

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Monitoring School Absenteeism for Influenza-Like Illness Surveillance: Systematic Review and Meta-analysis

Tim K Tsang, Xiaotong Huang, Yiyang Guo, Eric H Y Lau, Benjamin J Cowling, Dennis K M Ip

JMIR Public Health Surveill 2023;9:e41329

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Examining the Use of an Artificial Intelligence Model to Diagnose Influenza: Development and Validation Study

Sho Okiyama, Memori Fukuda, Masashi Sode, Wataru Takahashi, Masahiro Ikeda, Hiroaki Kato, Yusuke Tsugawa, Masao Iwagami

J Med Internet Res 2022 (Dec 23); 24(12):e38751

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Outcomes of COVID-19 Infection in People Previously Vaccinated Against Influenza: Population-Based Cohort Study Using Primary Health Care Electronic Records

Maria Giner-Soriano, Vanessa de Dios, Dan Ouchi, Carles Vilaplana-Carnerero, Mònica Monteagudo, Rosa Morros

JMIR Public Health Surveill 2022 (Nov 11); 8(11):e36712

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Global Variations in Event-Based Surveillance for Disease Outbreak Detection: Time Series Analysis

Iris Ganser, Rodolphe Thiébaut, David L Buckeridge

JMIR Public Health Surveill 2022 (Oct 31); 8(10):e36211

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Pilot Influenza Syndromic Surveillance System Based on Absenteeism and Temperature in China: Development and Usability Study

Zhen Yang, Chenghua Jiang

JMIR Public Health Surveill 2022 (Oct 14); 8(10):e37177

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Influence of Digital Intervention Messaging on Influenza Vaccination Rates Among Adults With Cardiovascular Disease in the United States: Decentralized Randomized Controlled Trial

Nell J Marshall, Jennifer L Lee, Jessica Schroeder, Wei-Nchih Lee, Jermyn See, Mohammad Madjid, Mrudula R Munagala, John D Piette, Litjen Tan, Orly Vardeny, Michael Greenberg, Jan Liska, Monica Mercer, Sandrine Samson

J Med Internet Res 2022 (Oct 07); 24(10):e38710

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The Landscape of Participatory Surveillance Systems Across the One Health Spectrum: Systematic Review

Carrie McNeil, Sarah Verlander, Nomita Divi, Mark Smolinski

JMIR Public Health Surveill 2022 (Aug 05); 8(8):e38551

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Adverse Events of Interest Following Influenza Vaccination in the First Season of Adjuvanted Trivalent Immunization: Retrospective Cohort Study

Simon de Lusignan, Ruby S M Tsang, Oluwafunmi Akinyemi, Jamie Lopez Bernal, Gayatri Amirthalingam, Julian Sherlock, Gillian Smith, Maria Zambon, Gary Howsam, Mark Joy

JMIR Public Health Surveill 2022 (Mar 28); 8(3):e25803

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A Bayesian Network to Predict the Risk of Post Influenza Vaccination Guillain-Barré Syndrome: Development and Validation Study

Yun Huang, Chongliang Luo, Ying Jiang, Jingcheng Du, Cui Tao, Yong Chen, Yuantao Hao

JMIR Public Health Surveill 2022 (Mar 25); 8(3):e25658

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Evaluating the Increased Burden of Cardiorespiratory Illness Visits to Adult Emergency Departments During Flu and Bronchiolitis Outbreaks in the Pediatric Population: Retrospective Multicentric Time Series Analysis

Benoit Morel, Guillaume Bouleux, Alain Viallon, Maxime Maignan, Luc Provoost, Jean-Christophe Bernadac, Sarah Devidal, Sylvie Pillet, Aymeric Cantais, Olivier Mory

JMIR Public Health Surveill 2022 (Mar 10); 8(3):e25532

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United States Influenza Search Patterns Since the Emergence of COVID-19: Infodemiology Study

Owen Cai, Bernardo Sousa-Pinto

JMIR Public Health Surveill 2022 (Mar 03); 8(3):e32364

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Diagnostic Accuracy of an At-Home, Rapid Self-test for Influenza: Prospective Comparative Accuracy Study

Rachel E Geyer, Jack Henry Kotnik, Victoria Lyon, Elisabeth Brandstetter, Monica Zigman Suchsland, Peter D Han, Chelsey Graham, Misja Ilcisin, Ashley E Kim, Helen Y Chu, Deborah A Nickerson, Lea M Starita, Trevor Bedford, Barry Lutz, Matthew J Thompson

JMIR Public Health Surveill 2022 (Feb 22); 8(2):e28268

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An Association of Influenza Epidemics in Children With Mobile App Data: Population-Based Observational Study in Osaka, Japan

Yusuke Katayama, Kosuke Kiyohara, Tomoya Hirose, Kenichiro Ishida, Jotaro Tachino, Shunichiro Nakao, Tomohiro Noda, Masahiro Ojima, Takeyuki Kiguchi, Tasuku Matsuyama, Tetsuhisa Kitamura

JMIR Form Res 2022 (Feb 10); 6(2):e31131

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Novel Methods in the Surveillance of Influenza-Like Illness in Germany Using Data From a Symptom Assessment App (Ada): Observational Case Study

Caoimhe Cawley, François Bergey, Alicia Mehl, Ashlee Finckh, Andreas Gilsdorf

JMIR Public Health Surveill 2021 (Nov 04); 7(11):e26523

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Change in Threads on Twitter Regarding Influenza, Vaccines, and Vaccination During the COVID-19 Pandemic: Artificial Intelligence–Based Infodemiology Study

Arriel Benis, Anat Chatsubi, Eugene Levner, Shai Ashkenazi

JMIR Infodemiology 2021 (Oct 14); 1(1):e31983

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