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Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction

Clinical outcome prediction based on Electronic Health Record (EHR) helps enable early interventions for high-risk patients, and is thus a central task for smart healthcare. Conventional deep sequential models fail to capture the rich temporal patterns encoded in the long and irregular clinical even...

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Detalhes bibliográficos
Publicado no:AMIA Annu Symp Proc
Main Authors: Liu, Luchen, Li, Haoran, Hu, Zhiting, Shi, Haoran, Wang, Zichang, Tang, Jian, Zhang, Ming
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7153073/
https://ncbi.nlm.nih.gov/pubmed/32308854
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