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Quantifying risk factors in medical reports with a context-aware linear model

OBJECTIVE: We seek to quantify the mortality risk associated with mentions of medical concepts in textual electronic health records (EHRs). Recognizing mentions of named entities of relevant types (eg, conditions, symptoms, laboratory tests or behaviors) in text is a well-researched task. However, d...

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Pubblicato in:J Am Med Inform Assoc
Autori principali: Przybyła, Piotr, Brockmeier, Austin J, Ananiadou, Sophia
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2019
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6515525/
https://ncbi.nlm.nih.gov/pubmed/30840055
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocz004
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