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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8135980/ https://www.ncbi.nlm.nih.gov/pubmed/33956981 http://dx.doi.org/10.1093/jamia/ocab077 |