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EHR phenotyping via jointly embedding medical concepts and words into a unified vector space

BACKGROUND: There has been an increasing interest in learning low-dimensional vector representations of medical concepts from Electronic Health Records (EHRs). Vector representations of medical concepts facilitate exploratory analysis and predictive modeling of EHR data to gain insights about the pa...

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Bibliografische gegevens
Gepubliceerd in:BMC Med Inform Decis Mak
Hoofdauteurs: Bai, Tian, Chanda, Ashis Kumar, Egleston, Brian L., Vucetic, Slobodan
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: BioMed Central 2018
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6290514/
https://ncbi.nlm.nih.gov/pubmed/30537974
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-018-0672-0
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