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A Neural Candidate-Selector Architecture for Automatic Structured Clinical Text Annotation

We consider the task of automatically annotating free texts describing clinical trials with concepts from a controlled, structured medical vocabulary. Specifically we aim to build a model to infer distinct sets of (ontological) concepts describing complementary clinically salient aspects of the unde...

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Bibliografiska uppgifter
I publikationen:Proc ACM Int Conf Inf Knowl Manag
Huvudupphovsmän: Singh, Gaurav, Marshall, Iain J., Thomas, James, Shawe-Taylor, John, Wallace, Byron C.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2017
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC5752318/
https://ncbi.nlm.nih.gov/pubmed/29308293
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/3132847.3132989
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