An active learning-enabled annotation system for clinical named entity recognition

An active learning-enabled annotation system for clinical named entity recognition

Abstract Background Active learning (AL) has shown the promising potential to minimize the annotation cost while maximizing the performance in building statistical natural language processing (NLP) models. However, very few studies have investigated AL in a real-life setting in medical domain. Metho...

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Bibliographic Details
Main Authors: Yukun Chen, Thomas A. Lask, Qiaozhu Mei, Qingxia Chen, Sungrim Moon, Jingqi Wang, Ky Nguyen, Tolulola Dawodu, Trevor Cohen, Joshua C. Denny, Hua Xu
Format: Article
Language:English
Published: BMC 2017-07-01
Series:BMC Medical Informatics and Decision Making
Online Access:http://link.springer.com/article/10.1186/s12911-017-0466-9

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http://link.springer.com/article/10.1186/s12911-017-0466-9

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