Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning

Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning

BackgroundAlthough electronic health records (EHRs) have been widely adopted in health care, effective use of EHR data is often limited because of redundant information in clinical notes introduced by the use of templates and copy-paste during note generation. Thus, it is imperative to develop solut...

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Bibliographic Details
Main Authors: Mahajan, Diwakar, Poddar, Ananya, Liang, Jennifer J, Lin, Yen-Ting, Prager, John M, Suryanarayanan, Parthasarathy, Raghavan, Preethi, Tsou, Ching-Huei
Format: Article
Language:English
Published: JMIR Publications 2020-11-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/11/e22508/

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http://medinform.jmir.org/2020/11/e22508/

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