Developing a Machine Learning System for Identification of Severe Hand, Foot, and Mouth Disease from Electronic Medical Record Data

Children of severe hand, foot, and mouth disease (HFMD) often present with same clinical features as those of mild HFMD during the early stage, yet later deteriorate rapidly with a fulminant disease course. Our goal was to: (1) develop a machine learning system to automatically identify cases with h...

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Gepubliceerd in:Sci Rep
Hoofdauteurs: Liu, Guangjian, Xu, Yi, Wang, Xinming, Zhuang, Xutian, Liang, Huiying, Xi, Yun, Lin, Fangqin, Pan, Liyan, Zeng, Taishan, Li, Huixian, Cao, Xiaojun, Zhao, Gansen, Xia, Huimin
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2017
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Article
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5703994/
https://ncbi.nlm.nih.gov/pubmed/29180702
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-16521-z
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