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Experiences implementing scalable, containerized, cloud-based NLP for extracting biobank participant phenotypes at scale
OBJECTIVE: To develop scalable natural language processing (NLP) infrastructure for processing the free text in electronic health records (EHRs). MATERIALS AND METHODS: We extend the open-source Apache cTAKES NLP software with several standard technologies for scalability. We remove processing bottl...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Oxford University Press
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382623/ https://www.ncbi.nlm.nih.gov/pubmed/32734158 http://dx.doi.org/10.1093/jamiaopen/ooaa016 |