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A Predictive Model for Medical Events Based on Contextual Embedding of Temporal Sequences

BACKGROUND: Medical concepts are inherently ambiguous and error-prone due to human fallibility, which makes it hard for them to be fully used by classical machine learning methods (eg, for tasks like early stage disease prediction). OBJECTIVE: Our work was to create a new machine-friendly representa...

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Detalles Bibliográficos
Publicado en:JMIR Med Inform
Main Authors: Farhan, Wael, Wang, Zhimu, Huang, Yingxiang, Wang, Shuang, Wang, Fei, Jiang, Xiaoqian
Formato: Artigo
Idioma:Inglês
Publicado: JMIR Publications 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5148810/
https://ncbi.nlm.nih.gov/pubmed/27888170
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/medinform.5977
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