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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