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Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

OBJECTIVE: To conduct a systematic review of deep learning models for electronic health record (EHR) data, and illustrate various deep learning architectures for analyzing different data sources and their target applications. We also highlight ongoing research and identify open challenges in buildin...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Xiao, Cao, Choi, Edward, Sun, Jimeng
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6188527/
https://ncbi.nlm.nih.gov/pubmed/29893864
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocy068
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