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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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Vydáno v:J Am Med Inform Assoc
Hlavní autoři: Xiao, Cao, Choi, Edward, Sun, Jimeng
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup: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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