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Recurrent Neural Networks for Classifying Relations in Clinical Notes
We proposed the first models based on recurrent neural networks (more specifically Long Short-Term Memory - LSTM) for classifying relations from clinical notes. We tested our models on the i2b2/VA relation classification challenge dataset. We showed that our segment LSTM model, with only word embedd...
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| Published in: | J Biomed Inform |
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| Main Author: | |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
2017
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6657689/ https://ncbi.nlm.nih.gov/pubmed/28694119 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2017.07.006 |
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