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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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Detalles Bibliográficos
Autores principales: Przybyła, Piotr, Brockmeier, Austin J, Ananiadou, Sophia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6515525/
https://www.ncbi.nlm.nih.gov/pubmed/30840055
http://dx.doi.org/10.1093/jamia/ocz004