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Natural language processing and machine learning to enable automatic extraction and classification of patients’ smoking status from electronic medical records
BACKGROUND: The electronic medical record (EMR) offers unique possibilities for clinical research, but some important patient attributes are not readily available due to its unstructured properties. We applied text mining using machine learning to enable automatic classification of unstructured info...
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| Опубликовано в: : | Ups J Med Sci |
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| Главные авторы: | , , , |
| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Taylor & Francis
2020
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| Предметы: | |
| Online-ссылка: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7594865/ https://ncbi.nlm.nih.gov/pubmed/32696698 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03009734.2020.1792010 |
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