Ensembles of Natural Language Processing Systems for Portable Phenotyping Solutions

BACKGROUND: Manually curating standardized phenotypic concepts such as Human Phenotype Ontology (HPO) terms from narrative text in electronic health records (EHRs) is time consuming and error prone. Natural language processing (NLP) techniques can facilitate automated phenotype extraction and thus i...

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Pubblicato in:J Biomed Inform
Autori principali: Liu, Cong, Ta, Casey N., Rogers, James R., Li, Ziran, Lee, Junghwan, Butler, Alex M, Shang, Ning, Kury, Fabricio Sampaio Peres, Wang, Liwei, Shen, Feichen, Liu, Hongfang, Ena, Lyudmila, Friedman, Carol, Weng, Chunhua
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6899194/
https://ncbi.nlm.nih.gov/pubmed/31655273
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2019.103318
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