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A neuro-symbolic method for understanding free-text medical evidence
OBJECTIVE: We introduce Medical evidence Dependency (MD)–informed attention, a novel neuro-symbolic model for understanding free-text clinical trial publications with generalizability and interpretability. MATERIALS AND METHODS: We trained one head in the multi-head self-attention model to attend to...
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| Publicado no: | J Am Med Inform Assoc |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8135980/ https://ncbi.nlm.nih.gov/pubmed/33956981 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocab077 |
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