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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Detalles Bibliográficos
Autores principales: Xiao, Cao, Choi, Edward, Sun, Jimeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Reviews
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6188527/
https://www.ncbi.nlm.nih.gov/pubmed/29893864
http://dx.doi.org/10.1093/jamia/ocy068

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6188527/
https://www.ncbi.nlm.nih.gov/pubmed/29893864
http://dx.doi.org/10.1093/jamia/ocy068

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