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Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach
BACKGROUND: The medical subdomain of a clinical note, such as cardiology or neurology, is useful content-derived metadata for developing machine learning downstream applications. To classify the medical subdomain of a note accurately, we have constructed a machine learning-based natural language pro...
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| Pubblicato in: | BMC Med Inform Decis Mak |
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| Autori principali: | , , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
BioMed Central
2017
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5709846/ https://ncbi.nlm.nih.gov/pubmed/29191207 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-017-0556-8 |
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