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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703994/
https://www.ncbi.nlm.nih.gov/pubmed/29180702
http://dx.doi.org/10.1038/s41598-017-16521-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5703994/
https://www.ncbi.nlm.nih.gov/pubmed/29180702
http://dx.doi.org/10.1038/s41598-017-16521-z

Ejemplares similares