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Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition

BACKGROUND: As a risk factor for many diseases, family history (FH) captures both shared genetic variations and living environments among family members. Though there are several systems focusing on FH extraction using natural language processing (NLP) techniques, the evaluation protocol of such sys...

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Bibliographische Detailangaben
Veröffentlicht in:JMIR Med Inform
Hauptverfasser: Shen, Feichen, Liu, Sijia, Fu, Sunyang, Wang, Yanshan, Henry, Sam, Uzuner, Ozlem, Liu, Hongfang
Format: Artigo
Sprache:Inglês
Veröffentlicht: JMIR Publications 2021
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7875692/
https://ncbi.nlm.nih.gov/pubmed/33502329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/24008
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