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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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Bibliografiske detaljer
Udgivet i:Int J Mach Learn Cybern
Main Authors: Liu, Sicen, Li, Tao, Ding, Haoyang, Tang, Buzhou, Wang, Xiaolong, Chen, Qingcai, Yan, Jun, Zhou, Yi
Format: Artigo
Sprog:Inglês
Udgivet: Springer Berlin Heidelberg 2020
Fag:
Online adgang: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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