Enhanced neurologic concept recognition using a named entity recognition model based on transformers

Although deep learning has been applied to the recognition of diseases and drugs in electronic health records and the biomedical literature, relatively little study has been devoted to the utility of deep learning for the recognition of signs and symptoms. The recognition of signs and symptoms is cr...

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Bibliographic Details
Main Authors: Sima Azizi, Daniel B. Hier, Donald C. Wunsch II
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Digital Health
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2022.1065581/full