Ontology highlight
ABSTRACT:
SUBMITTER: Trivedi G
PROVIDER: S-EPMC6381768 | biostudies-literature | 2018 Jan
REPOSITORIES: biostudies-literature
Journal of the American Medical Informatics Association : JAMIA 20180101 1
The gap between domain experts and natural language processing expertise is a barrier to extracting understanding from clinical text. We describe a prototype tool for interactive review and revision of natural language processing models of binary concepts extracted from clinical notes. We evaluated our prototype in a user study involving 9 physicians, who used our tool to build and revise models for 2 colonoscopy quality variables. We report changes in performance relative to the quantity of fee ...[more]