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A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction

Electronic health records (EHRs) have been widely used to help physicians to make decisions by predicting medical events such as diseases, prescriptions, outcomes, and so on. How to represent patient longitudinal medical data is the key to making these predictions. Recurrent neural network (RNN) is...

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Detalhes bibliográficos
Publicado no:Int J Mach Learn Cybern
Main Authors: Liu, Sicen, Li, Tao, Ding, Haoyang, Tang, Buzhou, Wang, Xiaolong, Chen, Qingcai, Yan, Jun, Zhou, Yi
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7308113/
https://ncbi.nlm.nih.gov/pubmed/33727983
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13042-020-01155-x
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