A method based on multi-standard active learning to recognize entities in electronic medical record

A method based on multi-standard active learning to recognize entities in electronic medical record

Deep neural networks(DNN)have achieved good results in the application of Named Entity Recognition (NER), but most of the DNN methods are based on large numbers of annotated data. Electronic Medical Record (EMR) belongs to text data of the specific professional field. The annotation of this kind of...

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Bibliographic Details
Main Authors: Qiao Pan, Chen Huang, Dehua Chen
Format: Article
Language:English
Published: AIMS Press 2021-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
electronic medical records
multi-standard active learning
uncertainty
labeled costs
strategy choice
Online Access:http://www.aimspress.com/article/doi/10.3934/mbe.2021054?viewType=HTML

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http://www.aimspress.com/article/doi/10.3934/mbe.2021054?viewType=HTML

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