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Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models

BACKGROUND: Patients’ family history (FH) is a critical risk factor associated with numerous diseases. However, FH information is not well captured in the structured database but often documented in clinical narratives. Natural language processing (NLP) is the key technology to extract patients’ FH...

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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Yang, Xi, Zhang, Hansi, He, Xing, Bian, Jiang, Wu, Yonghui
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7772072/
https://ncbi.nlm.nih.gov/pubmed/33320104
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22982
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