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      Enterprise Master Patient Index Entity Recognition by Long Short-Term Memory Network in Electronic Health Systems

      Published
      proceedings-article
      , , ,
      Proceedings of the 32nd International BCS Human Computer Interaction Conference (HCI)
      Human Computer Interaction Conference
      4 - 6 July 2018
      Entity recognition, Long short-term memory (LSTM), Deep learning, Machine learning
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            Abstract

            Content

            Author and article information

            Contributors
            Conference
            July 2018
            July 2018
            : 1-4
            Affiliations
            [0001]York University

            4700 Keele St., Toronto, Canada
            [0002]Guangzhou Univ Chinese Med

            111 Dade Rd, Guangzhou, China
            [0003]Dapasoft INC

            111 Gordon Baker Rd, Toronto, Canada
            Article
            10.14236/ewic/HCI2018.181
            6bd048cc-0bc4-49d2-835f-a158c92e3d60
            © Liang et al. Published by BCS Learning and Development Ltd. Proceedings of British HCI 2018. Belfast, UK.

            This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

            Proceedings of the 32nd International BCS Human Computer Interaction Conference
            HCI
            32
            Belfast, UK
            4 - 6 July 2018
            Electronic Workshops in Computing (eWiC)
            Human Computer Interaction Conference
            History
            Product

            1477-9358 BCS Learning & Development

            Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/HCI2018.181
            Self URI (journal page): https://ewic.bcs.org/
            Categories
            Electronic Workshops in Computing

            Applied computer science,Computer science,Security & Cryptology,Graphics & Multimedia design,General computer science,Human-computer-interaction
            Entity recognition,Long short-term memory (LSTM),Deep learning,Machine learning

            REFERENCES

            1. 2016 Why Patient Matching Is a Challenge: Research on Master Patient Index (MPI) Data Discrepancies in Key Identifying Fields Perspectives in Health Information Management 13:1e. eCollection 2016

            2. 2015 Developing a common health information exchange platform to implement a nationwide health information network in South Korea Health Informatics Research 21 1 21 29

            3. 2012 Named entity recognition in tweets: an experimental study Conference on Empirical Methods in Natural Language Processing Jeju Island, Korea July 12-14 1524 1534 Association for Computational Linguistics Stroudsburg PA, USA

            4. 2010 Word representations: a simple and general method for semi-supervised learning The 48th Annual Meeting of the Association for Computational Linguistics, Uppsala, Sweden July 11-16 384 394 Association for Computational Linguistics Stroudsburg PA, USA

            5. 2017 Entity recognition in the biomedical domain using hybrid approach Journal of Biomedical Semantics 8 1 51

            6. Gilleland M: Levenshtein distance, in three flavors 2009 Merriam Park Software url: http://www.merriampark.com/ld.htm. (April 15, 2018)

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