Influenza and Influenza-Like-Illness (ILI) Surveillance

Decreased Seasonal Influenza Rates Detected in a Crowdsourced Influenza-Like Illness Surveillance System During the COVID-19 Pandemic: Prospective Cohort Study

Autumn Gertz, Benjamin Rader, Kara Sewalk, Tanner J Varrelman, Mark Smolinski, John S Brownstein

JMIR Public Health Surveill 2023 (Dec 28); 9:e40216

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Influenza Epidemic Trend Surveillance and Prediction Based on Search Engine Data: Deep Learning Model Study

Liuyang Yang, Ting Zhang, Xuan Han, Jiao Yang, Yanxia Sun, Libing Ma, Jialong Chen, Yanming Li, Shengjie Lai, Wei Li, Luzhao Feng, Weizhong Yang

J Med Internet Res 2023 (Oct 17); 25:e45085

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Enabling Multicentric Participatory Disease Surveillance for Global Health Enhancement: Viewpoint on Global Flu View

Onicio Leal Neto, Daniela Paolotti, Craig Dalton, Sandra Carlson, Patipat Susumpow, Matt Parker, Polowat Phetra, Eric H Y Lau, Vittoria Colizza, Albert Jan van Hoek, Charlotte Kjelsø, John S Brownstein, Mark S Smolinski

JMIR Public Health Surveill 2023 (Sep 01); 9:e46644

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Reported Global Avian Influenza Detections Among Humans and Animals During 2013-2022: Comprehensive Review and Analysis of Available Surveillance Data

Christine M Szablewski, Chelsea Iwamoto, Sonja J Olsen, Carolyn M Greene, Lindsey M Duca, C Todd Davis, Kira C Coggeshall, William W Davis, Gideon O Emukule, Philip L Gould, Alicia M Fry, David E Wentworth, Vivien G Dugan, James C Kile, Eduardo Azziz-Baumgartner

JMIR Public Health Surveill 2023 (Aug 31); 9:e46383

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Effect of Rapid Urbanization in Mainland China on the Seasonal Influenza Epidemic: Spatiotemporal Analysis of Surveillance Data From 2010 to 2017

Hao Lei, Nan Zhang, Beidi Niu, Xiao Wang, Shenglan Xiao, Xiangjun Du, Tao Chen, Lei Yang, Dayan Wang, Benjamin Cowling, Yuguo Li, Yuelong Shu

JMIR Public Health Surveill 2023 (Jul 07); 9:e41435

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Seesaw Effect Between COVID-19 and Influenza From 2020 to 2023 in World Health Organization Regions: Correlation Analysis

Qing Wang, Mengmeng Jia, Mingyue Jiang, Wei Liu, Jin Yang, Peixi Dai, Yanxia Sun, Jie Qian, Weizhong Yang, Luzhao Feng

JMIR Public Health Surveill 2023 (Jun 12); 9:e44970

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Comparing the Use of a Mobile App and a Web-Based Notification Platform for Surveillance of Adverse Events Following Influenza Immunization: Randomized Controlled Trial

A Brianne Bota, Julie A Bettinger, Shirley Sarfo-Mensah, Jimmy Lopez, David P Smith, Katherine M Atkinson, Cameron Bell, Kim Marty, Mohamed Serhan, David T Zhu, Anne E McCarthy, Kumanan Wilson

JMIR Public Health Surveill 2023 (May 08); 9:e39700

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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 (Mar 23); 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 (Mar 13); 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 (Feb 13); 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 (Feb 06); 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 (Jan 11); 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 (Jan 11); 9:e41329

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