Open AccessA neuro-symbolic method for understanding free-text medical evidence
Author(s) -
Tian Kang,
Ali Turfah,
JaeHyun Kim,
Adler Perotte,
Chunhua Weng
Publication year - 2021
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1093/jamia/ocab077
Subject(s) - computer science , artificial intelligence , the symbolic , natural language processing , cognitive science , psychology , psychoanalysis
We introduce Medical evidence Dependency (MD)-informed attention, a novel neuro-symbolic model for understanding free-text clinical trial publications with generalizability and interpretability.
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