Generation of sentence template graph from SOAP format medical documents

Naoya Onimura, Takanori Yamashita, Naoki Nakayama, Hidehisa Soejima, Sachio Hirokawa

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

抄録

Clinical pathways are a fixed list of viewpoints todescribe patients' condition. An outcome of a clinical pathwayconsists of several assessments of observation items andinspection items, all of which represented as numerical data. Onthe other hand, free description medical records in the SOAPformat are valuable data that indicate health care worker'sassessments. Standardization of textual description is a key issuewhen integrating these types of medical data. This study extractscharacteristic word 2-grams as source of sentence templates. Weapplied SVM (Support Vector Machine) using each outcomesas positive data. We constructed a search engine for 123736pain variance outcomes. We conducted empirical experimentsto confirm the usefulness of the proposed method.

本文言語英語
ホスト出版物のタイトルProceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016
編集者Mary Yang, Hamid R. Arabnia, Leonidas Deligiannidis, Leonidas Deligiannidis
出版社Institute of Electrical and Electronics Engineers Inc.
ページ159-162
ページ数4
ISBN(電子版)9781509055104
DOI
出版ステータス出版済み - 3月 17 2017
イベント2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 - Las Vegas, 米国
継続期間: 12月 15 201612月 17 2016

出版物シリーズ

名前Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016

その他

その他2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016
国/地域米国
CityLas Vegas
Period12/15/1612/17/16

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンスの応用
  • 情報システム
  • 健康情報学
  • 人工知能
  • コンピュータ ネットワークおよび通信

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