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Radiology Report Annotation using Intelligent Word Embeddings: Applied to Multi-institutional Chest CT Cohort
We proposed an unsupervised hybrid method - Intelligent Word Embedding (IWE) that combines neural embedding method with a semantic dictionary mapping technique for creating a dense vector representation of unstructured radiology reports. We applied IWE to generate embedding of chest CT radiology rep...
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| Publicado no: | J Biomed Inform |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5771955/ https://ncbi.nlm.nih.gov/pubmed/29175548 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2017.11.012 |
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