Applying Machine Learning Models with An Ensemble Approach for Accurate Real-Time Influenza Forecasting in Taiwan: Development and Validation Study

BACKGROUND: Changeful seasonal influenza activity in subtropical areas such as Taiwan causes problems in epidemic preparedness. The Taiwan Centers for Disease Control has maintained real-time national influenza surveillance systems since 2004. Except for timely monitoring, epidemic forecasting using...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Med Internet Res
Prif Awduron: Cheng, Hao-Yuan, Wu, Yu-Chun, Lin, Min-Hau, Liu, Yu-Lun, Tsai, Yue-Yang, Wu, Jo-Hua, Pan, Ke-Han, Ke, Chih-Jung, Chen, Chiu-Mei, Liu, Ding-Ping, Lin, I-Feng, Chuang, Jen-Hsiang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: JMIR Publications 2020
Pynciau:
Original Paper
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7439145/
https://ncbi.nlm.nih.gov/pubmed/32755888
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/15394
Tagiau: Ychwanegu Tag
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