Use Internet search data to accurately track state level influenza epidemics
نویسندگان
چکیده
منابع مشابه
Using clinicians' search query data to monitor influenza epidemics.
Search query information from a clinician's database, UpToDate, is shown to predict influenza epidemics in the United States in a timely manner. Our results show that digital disease surveillance tools based on experts' databases may be able to provide an alternative, reliable, and stable signal for accurate predictions of influenza outbreaks.
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Seasonal influenza epidemics cause serious public health problems in China. Search queries-based surveillance was recently proposed to complement traditional monitoring approaches of influenza epidemics. However, developing robust techniques of search query selection and enhancing predictability for influenza epidemics remains a challenge. This study aimed to develop a novel ensemble framework ...
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Several approaches have been proposed for near real-time detection and prediction of the spread of influenza. These include search query data for influenza-related terms, which has been explored as a tool for augmenting traditional surveillance methods. In this paper, we present a method that uses Internet search query data from Baidu to model and monitor influenza activity in China. The object...
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زمان لازم برای کسب مهارت در بکارگیری اطلاع رسانی از ضروریات دنیای امروز و لازمه اینترنت، کار و فعالیت موثر در اجتماع است . این امر به گروه تخصصی خاصی محدود نمی باشد و هیچ گروه اجتماعی، اقتصادی و فرهنگی نمی تواند خود را از این قاعده مستثنی بداند. از این رو اینترنت، گسترده ترین شبکه اطلاع رسانی، روزبروز بیشتر مورد استفاده قرار می گیرد.
متن کاملAccurate estimation of influenza epidemics using Google search data via ARGO.
Accurate real-time tracking of influenza outbreaks helps public health officials make timely and meaningful decisions that could save lives. We propose an influenza tracking model, ARGO (AutoRegression with GOogle search data), that uses publicly available online search data. In addition to having a rigorous statistical foundation, ARGO outperforms all previously available Google-search-based t...
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ژورنال
عنوان ژورنال: Scientific Reports
سال: 2021
ISSN: 2045-2322
DOI: 10.1038/s41598-021-83084-5