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Subgraph augmented non-negative tensor factorization (SANTF) for modeling clinical narrative text

Objective Extracting medical knowledge from electronic medical records requires automated approaches to combat scalability limitations and selection biases. However, existing machine learning approaches are often regarded by clinicians as black boxes. Moreover, training data for these automated appr...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Luo, Yuan, Xin, Yu, Hochberg, Ephraim, Joshi, Rohit, Uzuner, Ozlem, Szolovits, Peter
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4986663/
https://ncbi.nlm.nih.gov/pubmed/25862765
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv016
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