This paper is in the following e-collection/theme issue:

Clinical Information and Decision Making (1407) Influenza and Influenza-Like-Illness (ILI) Surveillance (217) Machine Learning (1465) Artificial Intelligence (1371) Infectious Diseases (non-STD/STI) (1575)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44238, first published .
Deep-Learning Model for Influenza Prediction From Multisource Heterogeneous Data in a Megacity: Model Development and Evaluation

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

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

Authors of this article:

Liuyang Yang1, 2 Author Orcid Image ;   Gang Li3 Author Orcid Image ;   Jin Yang2 Author Orcid Image ;   Ting Zhang2 Author Orcid Image ;   Jing Du3 Author Orcid Image ;   Tian Liu4 Author Orcid Image ;   Xingxing Zhang2 Author Orcid Image ;   Xuan Han2 Author Orcid Image ;   Wei Li5 Author Orcid Image ;   Libing Ma2, 6 Author Orcid Image ;   Luzhao Feng2 Author Orcid Image ;   Weizhong Yang2 Author Orcid Image
Article Authors Cited by (8) Tweetations (5) Metrics

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  2. Hongliang G, Zhiyao Z, Ahmadianfar I, Escorcia-Gutierrez J, Aljehane N, Li C. Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization. Computers in Biology and Medicine 2024;169:107888 View
  3. McClymont H, Lambert S, Barr I, Vardoulakis S, Bambrick H, Hu W. Internet-based Surveillance Systems and Infectious Diseases Prediction: An Updated Review of the Last 10 Years and Lessons from the COVID-19 Pandemic. Journal of Epidemiology and Global Health 2024;14(3):645 View
  4. El Morr C, Ozdemir D, Asdaah Y, Saab A, El-Lahib Y, Sokhn E. AI-based epidemic and pandemic early warning systems: A systematic scoping review. Health Informatics Journal 2024;30(3) View
  5. Zeng Z, Jia L, Zheng J, Nian X, Zhang Z, Chen L, Chen X, Li Y, Zhang J. Molecular epidemiology and vaccine compatibility analysis of seasonal influenza A viruses in the context of COVID‐19 epidemic in Wuhan, China. Journal of Medical Virology 2024;96(10) View
  6. Xu D, Chan W, Haron H, Nies H, Moorthy K. From COVID-19 to monkeypox: a novel predictive model for emerging infectious diseases. BioData Mining 2024;17(1) View