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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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Bibliografski detalji
Izdano u:JMIR Med Inform
Glavni autori: Yang, Xi, Zhang, Hansi, He, Xing, Bian, Jiang, Wu, Yonghui
Format: Artigo
Jezik:Inglês
Izdano: JMIR Publications 2020
Teme:
Online pristup: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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