STAN: spatio-temporal attention network for pandemic prediction using real-world evidence

OBJECTIVE: We aim to develop a hybrid model for earlier and more accurate predictions for the number of infected cases in pandemics by (1) using patients’ claims data from different counties and states that capture local disease status and medical resource utilization; (2) utilizing demographic simi...

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Podrobná bibliografie
Vydáno v:J Am Med Inform Assoc
Hlavní autoři: Gao, Junyi, Sharma, Rakshith, Qian, Cheng, Glass, Lucas M, Spaeder, Jeffrey, Romberg, Justin, Sun, Jimeng, Xiao, Cao
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2021
Témata:
Research and Applications
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7928935/
https://ncbi.nlm.nih.gov/pubmed/33486527
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa322
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