Articles with "informed attention" as a keyword



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A neuro-symbolic method for understanding free-text medical evidence

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Published in 2021 at "Journal of the American Medical Informatics Association : JAMIA"

DOI: 10.1093/jamia/ocab077

Abstract: Abstract 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… read more here.

Keywords: free text; medical evidence; evidence; neuro symbolic ... See more keywords